04_3_monte_carlo_results

load

## Version 2.0.0 of `modelsummary`, to be released soon, will introduce a
##   breaking change: The default table-drawing package will be `tinytable`
##   instead of `kableExtra`. All currently supported table-drawing packages
##   will continue to be supported for the foreseeable future, including
##   `kableExtra`, `gt`, `huxtable`, `flextable, and `DT`.
##   
##   You can always call the `config_modelsummary()` function to change the
##   default table-drawing package in persistent fashion. To try `tinytable`
##   now:
##   
##   config_modelsummary(factory_default = 'tinytable')
##   
##   To set the default back to `kableExtra`:
##   
##   config_modelsummary(factory_default = 'kableExtra')

bias_table_num_process_10 t_stats_table_num_process_10 beta_hat_table_num_process_10 bias_table_num_process_20 t_stats_table_num_process_20 beta_hat_table_num_process_20 bias_table_num_process_30 t_stats_table_num_process_30 beta_hat_table_num_process_30 bias_table_num_process_40 t_stats_table_num_process_40 beta_hat_table_num_process_40 bias_table_num_process_50 t_stats_table_num_process_50 beta_hat_table_num_process_50 bias_table_num_process_100 t_stats_table_num_process_100 beta_hat_table_num_process_100 bias_table_num_process_500 t_stats_table_num_process_500 beta_hat_table_num_process_500

The regression model on outcome \(Y_{ijt}\) is specified as follows:

\(Y_{ijt}=\alpha_{i}+\beta_{j}+\mu_{ij}+\varepsilon_{ijt}\)

where \(\alpha_{i}\) is worker \(i\)’s fixed effect, \(\beta_{j}\) is category \(j\)’s fixed effect, \(\mu_{ij}\) is \((i,j)\)-match effect, and \(\varepsilon_{ijt}\) is assumed to be i.i.d standard normal error.

As true DGP, we fix the above parameters as follows:

• \(i\in \{1,2,\cdots,20\}\): worker id
• \(j\in\{1,2,\cdots,10\}\): category id
• \(t\in\{1,2,\cdots,T\}\): we call the number of process
• \(\alpha_{i}\)= worker id
• \(\beta_{j}\)= category id
• \(\mu_{ij}\sim i.i.d. N(0,1)\)+10
• As a result, we have 200 parameters.

Identification

• Worker 1 and Category 1
  • \(Y_{11t}=\underbrace{\alpha_{1}+\beta_{1}+\mu_{11}}_{constant}+\varepsilon_{11t}\)
• Worker 1 and Category 2
  • \(Y_{12t}=\alpha_{1}+\beta_{2}+\mu_{12}+\varepsilon_{12t}\\ =\underbrace{\alpha_{1}+\beta_{1}+\mu_{11}}_{constant}+\underbrace{(\beta_{2}-\beta_{1})+(\mu_{12}-\mu_{11})}_{category 2 FE}+\varepsilon_{12t}\)
• Worker 2 and Category 1
  • \(Y_{21t}=\alpha_{2}+\beta_{1}+\mu_{21}+\varepsilon_{21t}\\ =\underbrace{\alpha_{1}+\beta_{1}+\mu_{11}}_{constant}+\underbrace{(\alpha_{2}-\alpha_{1})+(\mu_{21}-\mu_{11})}_{worker 2 FE}+\varepsilon_{21t}\)
• Worker 2 and Category 2
  • \(Y_{22t}=\alpha_{2}+\beta_{2}+\mu_{22}+\varepsilon_{22t}\\ =\underbrace{\alpha_{1}+\beta_{1}+\mu_{11}}_{constant}+\underbrace{(\beta_{2}-\beta_{1})+(\mu_{12}-\mu_{11})}_{category 2 FE}+\underbrace{(\alpha_{2}-\alpha_{1})+(\mu_{21}-\mu_{11})}_{worker 2 FE}+\underbrace{(\mu_{22}+\mu_{11}-\mu_{12}-\mu_{21})}_{(2,2)-match effect}+\varepsilon_{22t}\\ =\underbrace{\alpha_{1}+\beta_{1}+\mu_{11}}_{constant}+\underbrace{(\beta_{2}-\beta_{1})+(\mu_{12}-\mu_{11})}_{category 2 FE}+\underbrace{(\alpha_{2}-\alpha_{1})+(\mu_{21}-\mu_{11})}_{worker 2 FE}+\underbrace{(\mu_{22}-(\mu_{12}-\mu_{11})-(\mu_{21}-\mu_{11}) -\mu_{11})}_{(2,2)-match effect}+\varepsilon_{22t}\)
• In general, Worker \(i\neq1\) and Category \(j\neq1\)
  • \(Y_{ijt}=\alpha_{i}+\beta_{j}+\mu_{ij}+\varepsilon_{ijt}\\ =\underbrace{\alpha_{1}+\beta_{1}+\mu_{11}}_{constant}+\underbrace{(\beta_{j}-\beta_{1})+(\mu_{1j}-\mu_{11})}_{category j FE}+\underbrace{(\alpha_{i}-\alpha_{1})+(\mu_{i1}-\mu_{11})}_{worker i FE}+\underbrace{(\mu_{ij}+\mu_{11}-\mu_{1j}-\mu_{i1})}_{(i,j)-match effect}+\varepsilon_{ijt}\\ =\underbrace{\alpha_{1}+\beta_{1}+\mu_{11}}_{constant}+\underbrace{(\beta_{j}-\beta_{1})+(\mu_{1j}-\mu_{11})}_{category j FE}+\underbrace{(\alpha_{i}-\alpha_{1})+(\mu_{i1}-\mu_{11})}_{worker i FE}+\underbrace{(\mu_{ij}-(\mu_{1j}-\mu_{11})-(\mu_{i1}-\mu_{11}) -\mu_{11})}_{(i,j)-match effect}+\varepsilon_{ijt}\)
• Therefore, \(\alpha_{i}\) is worker \(i\)’s fixed effect, \(\beta_{j}\) is category \(j\)’s fixed effect, and \(\mu_{ij}\) is \((i,j)\)-match effect cannot be identified separately.
• Affinity(相性) is measured by the “relative” fixed effect compared to worker 1 and category 1.

Bias and power results

Bias should be mean zero. Rejection probability based on t-statistics should be more than 0.8 at significance level \(\alpha= 0.05\) for reasonable power (検出力).

Benchmark data

num_process = 10, num_simulation = 100

beta hat

	Unique	Missing Pct.	Mean	SD	Min	Median	Max
(Intercept)	100	0	2.315	0.293	1.316	2.342	3.080
factor(worker_id)2	100	0	1.399	0.471	0.030	1.425	2.553
factor(worker_id)3	100	0	2.685	0.433	1.728	2.606	4.014
factor(worker_id)4	100	0	4.024	0.414	3.085	4.031	5.074
factor(worker_id)5	100	0	5.411	0.439	4.154	5.429	6.752
factor(worker_id)6	100	0	6.687	0.465	5.376	6.707	8.181
factor(worker_id)7	100	0	7.986	0.427	6.950	7.984	9.197
factor(worker_id)8	100	0	9.357	0.448	8.219	9.363	10.504
factor(worker_id)9	100	0	10.689	0.418	9.664	10.689	11.604
factor(worker_id)10	100	0	12.061	0.413	11.156	11.999	13.318
factor(worker_id)11	100	0	13.305	0.417	12.262	13.291	14.345
factor(worker_id)12	100	0	14.702	0.434	13.806	14.668	15.931
factor(worker_id)13	100	0	15.989	0.400	14.942	16.002	16.872
factor(worker_id)14	100	0	17.334	0.416	16.199	17.360	18.535
factor(worker_id)15	100	0	18.655	0.443	17.282	18.657	19.669
factor(worker_id)16	100	0	20.049	0.446	19.202	19.984	21.594
factor(worker_id)17	100	0	21.345	0.437	20.388	21.346	22.729
factor(worker_id)18	100	0	22.686	0.455	21.811	22.678	23.684
factor(worker_id)19	100	0	23.985	0.423	23.275	23.946	25.131
factor(worker_id)20	100	0	25.342	0.426	24.331	25.343	26.762
factor(category_id)2	100	0	1.354	0.463	0.423	1.331	2.780
factor(category_id)3	100	0	2.676	0.428	1.737	2.654	4.098
factor(category_id)4	100	0	3.996	0.471	2.796	3.949	5.145
factor(category_id)5	100	0	5.295	0.448	3.885	5.271	6.418
factor(category_id)6	100	0	6.709	0.460	5.747	6.697	7.818
factor(category_id)7	100	0	7.996	0.466	6.386	8.018	9.581
factor(category_id)8	100	0	9.337	0.424	8.368	9.343	10.553
factor(category_id)9	100	0	10.662	0.408	9.754	10.694	11.631
factor(category_id)10	100	0	11.967	0.424	10.857	11.995	13.136
factor(worker_id)2:factor(category_id)2	100	0	0.265	0.698	-1.472	0.267	1.935
factor(worker_id)3:factor(category_id)2	100	0	0.569	0.638	-1.349	0.599	1.769
factor(worker_id)4:factor(category_id)2	100	0	1.048	0.687	-0.875	1.136	2.452
factor(worker_id)5:factor(category_id)2	100	0	1.237	0.662	-0.944	1.300	2.795
factor(worker_id)6:factor(category_id)2	100	0	1.624	0.746	-0.463	1.593	3.413
factor(worker_id)7:factor(category_id)2	100	0	1.943	0.594	0.334	1.863	3.695
factor(worker_id)8:factor(category_id)2	100	0	2.335	0.625	0.436	2.372	4.321
factor(worker_id)9:factor(category_id)2	100	0	2.666	0.592	1.133	2.678	3.842
factor(worker_id)10:factor(category_id)2	100	0	2.868	0.633	1.106	2.877	4.103
factor(worker_id)11:factor(category_id)2	100	0	3.371	0.641	1.733	3.299	4.869
factor(worker_id)12:factor(category_id)2	100	0	3.592	0.655	1.592	3.555	4.910
factor(worker_id)13:factor(category_id)2	100	0	4.012	0.641	2.350	4.042	5.619
factor(worker_id)14:factor(category_id)2	100	0	4.340	0.651	2.802	4.377	5.989
factor(worker_id)15:factor(category_id)2	100	0	4.614	0.693	3.082	4.580	6.342
factor(worker_id)16:factor(category_id)2	100	0	4.917	0.634	2.854	4.929	6.435
factor(worker_id)17:factor(category_id)2	100	0	5.349	0.651	3.581	5.407	7.249
factor(worker_id)18:factor(category_id)2	100	0	5.659	0.651	4.014	5.647	7.535
factor(worker_id)19:factor(category_id)2	100	0	6.012	0.604	4.541	6.079	7.299
factor(worker_id)20:factor(category_id)2	100	0	6.333	0.658	4.667	6.327	7.765
factor(worker_id)2:factor(category_id)3	100	0	0.616	0.643	-0.833	0.680	2.260
factor(worker_id)3:factor(category_id)3	100	0	1.274	0.675	-0.495	1.271	3.118
factor(worker_id)4:factor(category_id)3	100	0	1.946	0.590	0.750	1.896	3.433
factor(worker_id)5:factor(category_id)3	100	0	2.527	0.593	0.662	2.548	4.034
factor(worker_id)6:factor(category_id)3	100	0	3.293	0.616	1.454	3.371	4.871
factor(worker_id)7:factor(category_id)3	100	0	4.030	0.646	2.523	4.054	5.505
factor(worker_id)8:factor(category_id)3	100	0	4.589	0.631	2.792	4.590	6.002
factor(worker_id)9:factor(category_id)3	100	0	5.372	0.583	3.727	5.375	6.781
factor(worker_id)10:factor(category_id)3	100	0	5.956	0.636	3.865	6.044	7.096
factor(worker_id)11:factor(category_id)3	100	0	6.743	0.585	5.568	6.792	8.160
factor(worker_id)12:factor(category_id)3	100	0	7.296	0.638	5.688	7.311	8.782
factor(worker_id)13:factor(category_id)3	100	0	7.997	0.598	6.484	8.051	9.303
factor(worker_id)14:factor(category_id)3	100	0	8.703	0.588	7.153	8.705	10.004
factor(worker_id)15:factor(category_id)3	100	0	9.333	0.642	7.692	9.403	11.246
factor(worker_id)16:factor(category_id)3	100	0	9.950	0.591	8.523	9.970	11.635
factor(worker_id)17:factor(category_id)3	100	0	10.677	0.640	8.830	10.745	12.392
factor(worker_id)18:factor(category_id)3	100	0	11.359	0.586	9.813	11.363	12.781
factor(worker_id)19:factor(category_id)3	100	0	12.051	0.557	10.658	12.032	13.319
factor(worker_id)20:factor(category_id)3	100	0	12.617	0.607	10.532	12.601	14.149
factor(worker_id)2:factor(category_id)4	100	0	1.011	0.617	-0.358	1.006	2.663
factor(worker_id)3:factor(category_id)4	100	0	1.928	0.665	0.095	1.920	3.766
factor(worker_id)4:factor(category_id)4	100	0	2.993	0.651	1.758	3.007	4.492
factor(worker_id)5:factor(category_id)4	100	0	3.912	0.702	2.311	3.885	5.665
factor(worker_id)6:factor(category_id)4	100	0	5.011	0.690	3.308	5.006	6.696
factor(worker_id)7:factor(category_id)4	100	0	6.016	0.585	4.468	6.034	7.335
factor(worker_id)8:factor(category_id)4	100	0	7.010	0.661	5.407	6.939	8.359
factor(worker_id)9:factor(category_id)4	100	0	7.957	0.643	6.412	8.010	9.675
factor(worker_id)10:factor(category_id)4	100	0	8.924	0.634	7.128	8.868	10.428
factor(worker_id)11:factor(category_id)4	100	0	10.090	0.683	8.584	10.050	11.999
factor(worker_id)12:factor(category_id)4	100	0	10.981	0.621	9.481	10.978	12.636
factor(worker_id)13:factor(category_id)4	100	0	11.998	0.636	10.889	11.944	13.859
factor(worker_id)14:factor(category_id)4	100	0	13.047	0.691	11.564	13.087	14.341
factor(worker_id)15:factor(category_id)4	100	0	14.042	0.630	12.694	14.034	15.929
factor(worker_id)16:factor(category_id)4	100	0	14.978	0.637	13.461	14.917	16.397
factor(worker_id)17:factor(category_id)4	100	0	16.037	0.662	14.254	16.109	17.941
factor(worker_id)18:factor(category_id)4	100	0	17.022	0.642	15.646	16.998	18.644
factor(worker_id)19:factor(category_id)4	100	0	18.095	0.637	16.399	18.139	19.618
factor(worker_id)20:factor(category_id)4	100	0	19.002	0.647	17.200	19.048	20.346
factor(worker_id)2:factor(category_id)5	100	0	1.319	0.700	-0.221	1.432	3.286
factor(worker_id)3:factor(category_id)5	100	0	2.707	0.646	1.286	2.717	4.322
factor(worker_id)4:factor(category_id)5	100	0	4.035	0.617	2.676	4.057	5.513
factor(worker_id)5:factor(category_id)5	100	0	5.322	0.640	3.958	5.297	7.575
factor(worker_id)6:factor(category_id)5	100	0	6.666	0.634	5.076	6.568	8.485
factor(worker_id)7:factor(category_id)5	100	0	8.099	0.598	6.563	8.076	9.520
factor(worker_id)8:factor(category_id)5	100	0	9.332	0.625	7.775	9.393	10.725
factor(worker_id)9:factor(category_id)5	100	0	10.734	0.625	9.402	10.739	12.543
factor(worker_id)10:factor(category_id)5	100	0	11.973	0.598	10.164	11.983	13.881
factor(worker_id)11:factor(category_id)5	100	0	13.445	0.658	12.006	13.486	15.207
factor(worker_id)12:factor(category_id)5	100	0	14.687	0.598	13.337	14.597	16.170
factor(worker_id)13:factor(category_id)5	100	0	16.016	0.696	14.395	16.018	17.973
factor(worker_id)14:factor(category_id)5	100	0	17.347	0.576	15.991	17.388	18.858
factor(worker_id)15:factor(category_id)5	100	0	18.796	0.579	17.268	18.755	20.194
factor(worker_id)16:factor(category_id)5	100	0	20.025	0.625	18.398	20.021	21.730
factor(worker_id)17:factor(category_id)5	100	0	21.338	0.687	19.850	21.319	22.899
factor(worker_id)18:factor(category_id)5	100	0	22.686	0.671	21.298	22.732	24.153
factor(worker_id)19:factor(category_id)5	100	0	24.082	0.623	22.360	24.090	25.553
factor(worker_id)20:factor(category_id)5	100	0	25.339	0.624	23.958	25.327	26.878
factor(worker_id)2:factor(category_id)6	100	0	1.597	0.681	-0.357	1.665	3.144
factor(worker_id)3:factor(category_id)6	100	0	3.286	0.625	1.803	3.242	5.001
factor(worker_id)4:factor(category_id)6	100	0	4.976	0.649	3.665	5.043	6.599
factor(worker_id)5:factor(category_id)6	100	0	6.546	0.587	4.974	6.554	8.213
factor(worker_id)6:factor(category_id)6	100	0	8.396	0.642	6.660	8.280	10.002
factor(worker_id)7:factor(category_id)6	100	0	10.019	0.688	8.416	10.048	11.947
factor(worker_id)8:factor(category_id)6	100	0	11.628	0.639	10.465	11.601	13.652
factor(worker_id)9:factor(category_id)6	100	0	13.237	0.700	11.608	13.151	15.062
factor(worker_id)10:factor(category_id)6	100	0	14.896	0.595	13.363	14.976	16.434
factor(worker_id)11:factor(category_id)6	100	0	16.676	0.684	15.176	16.691	18.329
factor(worker_id)12:factor(category_id)6	100	0	18.321	0.579	16.919	18.359	19.684
factor(worker_id)13:factor(category_id)6	100	0	20.053	0.628	18.094	20.101	21.939
factor(worker_id)14:factor(category_id)6	100	0	21.613	0.638	20.264	21.551	23.232
factor(worker_id)15:factor(category_id)6	100	0	23.327	0.656	21.790	23.335	25.324
factor(worker_id)16:factor(category_id)6	100	0	24.917	0.619	23.535	24.943	26.838
factor(worker_id)17:factor(category_id)6	100	0	26.654	0.703	24.905	26.673	28.627
factor(worker_id)18:factor(category_id)6	100	0	28.291	0.603	26.934	28.281	29.998
factor(worker_id)19:factor(category_id)6	100	0	29.987	0.645	27.768	29.992	31.398
factor(worker_id)20:factor(category_id)6	100	0	31.600	0.544	30.163	31.564	32.916
factor(worker_id)2:factor(category_id)7	100	0	1.948	0.683	0.713	1.946	4.462
factor(worker_id)3:factor(category_id)7	100	0	3.996	0.682	2.631	4.012	5.805
factor(worker_id)4:factor(category_id)7	100	0	6.027	0.625	4.565	6.111	7.333
factor(worker_id)5:factor(category_id)7	100	0	7.944	0.666	5.982	7.985	9.521
factor(worker_id)6:factor(category_id)7	100	0	9.967	0.674	8.009	9.978	12.404
factor(worker_id)7:factor(category_id)7	100	0	12.065	0.599	10.629	12.079	13.739
factor(worker_id)8:factor(category_id)7	100	0	14.034	0.605	12.740	13.970	15.470
factor(worker_id)9:factor(category_id)7	100	0	16.008	0.564	14.495	16.024	17.396
factor(worker_id)10:factor(category_id)7	100	0	17.957	0.640	15.775	17.985	19.496
factor(worker_id)11:factor(category_id)7	100	0	20.080	0.670	17.772	20.086	22.077
factor(worker_id)12:factor(category_id)7	100	0	21.996	0.596	20.653	22.040	23.184
factor(worker_id)13:factor(category_id)7	100	0	24.086	0.606	22.778	24.062	25.666
factor(worker_id)14:factor(category_id)7	100	0	26.028	0.615	24.343	26.100	27.378
factor(worker_id)15:factor(category_id)7	100	0	28.038	0.617	26.439	27.983	29.541
factor(worker_id)16:factor(category_id)7	100	0	29.964	0.631	27.744	30.060	31.209
factor(worker_id)17:factor(category_id)7	100	0	31.995	0.705	29.925	32.037	34.032
factor(worker_id)18:factor(category_id)7	100	0	33.918	0.710	32.153	33.929	35.583
factor(worker_id)19:factor(category_id)7	100	0	36.066	0.644	34.297	36.115	37.849
factor(worker_id)20:factor(category_id)7	100	0	37.963	0.686	35.513	37.942	39.884
factor(worker_id)2:factor(category_id)8	100	0	2.261	0.703	0.787	2.315	3.704
factor(worker_id)3:factor(category_id)8	100	0	4.616	0.632	3.042	4.656	5.946
factor(worker_id)4:factor(category_id)8	100	0	6.958	0.585	5.074	6.967	8.407
factor(worker_id)5:factor(category_id)8	100	0	9.218	0.601	7.303	9.222	10.626
factor(worker_id)6:factor(category_id)8	100	0	11.655	0.649	10.111	11.613	13.241
factor(worker_id)7:factor(category_id)8	100	0	14.017	0.573	12.486	13.961	15.579
factor(worker_id)8:factor(category_id)8	100	0	16.279	0.663	14.312	16.274	17.939
factor(worker_id)9:factor(category_id)8	100	0	18.643	0.613	17.044	18.642	20.463
factor(worker_id)10:factor(category_id)8	100	0	21.028	0.586	19.449	20.983	22.440
factor(worker_id)11:factor(category_id)8	100	0	23.342	0.603	21.874	23.304	25.000
factor(worker_id)12:factor(category_id)8	100	0	25.623	0.644	23.699	25.591	27.255
factor(worker_id)13:factor(category_id)8	100	0	28.069	0.588	26.566	28.122	29.427
factor(worker_id)14:factor(category_id)8	100	0	30.400	0.576	28.790	30.422	31.694
factor(worker_id)15:factor(category_id)8	100	0	32.692	0.603	31.533	32.684	34.191
factor(worker_id)16:factor(category_id)8	100	0	35.015	0.627	32.792	35.063	36.496
factor(worker_id)17:factor(category_id)8	100	0	37.392	0.608	36.210	37.429	38.909
factor(worker_id)18:factor(category_id)8	100	0	39.693	0.649	37.984	39.663	41.474
factor(worker_id)19:factor(category_id)8	100	0	42.051	0.610	40.702	42.051	43.744
factor(worker_id)20:factor(category_id)8	100	0	44.371	0.620	42.427	44.433	46.006
factor(worker_id)2:factor(category_id)9	100	0	2.673	0.631	1.150	2.676	4.599
factor(worker_id)3:factor(category_id)9	100	0	5.328	0.575	3.276	5.355	6.494
factor(worker_id)4:factor(category_id)9	100	0	7.995	0.626	6.448	7.965	10.316
factor(worker_id)5:factor(category_id)9	100	0	10.621	0.601	9.281	10.632	12.016
factor(worker_id)6:factor(category_id)9	100	0	13.280	0.655	11.656	13.276	15.110
factor(worker_id)7:factor(category_id)9	100	0	16.079	0.631	14.409	16.060	17.684
factor(worker_id)8:factor(category_id)9	100	0	18.671	0.734	17.070	18.759	20.416
factor(worker_id)9:factor(category_id)9	100	0	21.277	0.567	19.869	21.285	22.712
factor(worker_id)10:factor(category_id)9	100	0	23.969	0.497	22.875	23.956	25.342
factor(worker_id)11:factor(category_id)9	100	0	26.704	0.657	25.233	26.721	28.412
factor(worker_id)12:factor(category_id)9	100	0	29.346	0.590	27.974	29.291	30.638
factor(worker_id)13:factor(category_id)9	100	0	32.040	0.560	30.568	32.037	33.419
factor(worker_id)14:factor(category_id)9	100	0	34.700	0.612	33.232	34.721	36.761
factor(worker_id)15:factor(category_id)9	100	0	37.416	0.623	36.019	37.433	39.223
factor(worker_id)16:factor(category_id)9	100	0	39.996	0.654	37.653	40.083	41.425
factor(worker_id)17:factor(category_id)9	100	0	42.664	0.592	41.109	42.657	44.476
factor(worker_id)18:factor(category_id)9	100	0	45.374	0.629	43.552	45.425	47.123
factor(worker_id)19:factor(category_id)9	100	0	48.038	0.617	46.579	48.025	49.546
factor(worker_id)20:factor(category_id)9	100	0	50.675	0.601	48.954	50.676	52.189
factor(worker_id)2:factor(category_id)10	100	0	3.058	0.582	1.777	3.076	5.057
factor(worker_id)3:factor(category_id)10	100	0	6.095	0.541	4.655	6.072	7.132
factor(worker_id)4:factor(category_id)10	100	0	9.060	0.613	7.721	9.129	10.620
factor(worker_id)5:factor(category_id)10	100	0	11.969	0.588	10.217	11.919	13.370
factor(worker_id)6:factor(category_id)10	100	0	15.038	0.660	13.157	15.066	16.118
factor(worker_id)7:factor(category_id)10	100	0	18.031	0.632	16.245	18.043	20.018
factor(worker_id)8:factor(category_id)10	100	0	21.062	0.668	19.368	21.092	23.096
factor(worker_id)9:factor(category_id)10	100	0	24.022	0.588	22.803	23.949	25.514
factor(worker_id)10:factor(category_id)10	100	0	26.995	0.561	25.371	26.987	28.414
factor(worker_id)11:factor(category_id)10	100	0	30.075	0.662	28.465	30.060	31.990
factor(worker_id)12:factor(category_id)10	100	0	32.983	0.591	31.361	33.003	34.286
factor(worker_id)13:factor(category_id)10	100	0	36.074	0.552	34.971	35.953	37.727
factor(worker_id)14:factor(category_id)10	100	0	39.082	0.591	38.086	39.032	41.178
factor(worker_id)15:factor(category_id)10	100	0	41.996	0.713	40.574	41.978	43.767
factor(worker_id)16:factor(category_id)10	100	0	44.977	0.582	43.312	45.027	46.319
factor(worker_id)17:factor(category_id)10	100	0	47.992	0.572	46.679	47.946	49.343
factor(worker_id)18:factor(category_id)10	100	0	51.092	0.644	49.734	51.081	52.846
factor(worker_id)19:factor(category_id)10	100	0	54.082	0.662	52.070	53.999	55.537
factor(worker_id)20:factor(category_id)10	100	0	57.087	0.638	55.337	57.115	58.460

Bias

	Unique	Missing Pct.	Mean	SD	Min	Median	Max
(Intercept)	100	0	-0.018	0.293	-1.017	0.009	0.747
factor(worker_id)2	100	0	0.066	0.471	-1.303	0.091	1.219
factor(worker_id)3	100	0	0.019	0.433	-0.938	-0.061	1.347
factor(worker_id)4	100	0	0.024	0.414	-0.915	0.031	1.074
factor(worker_id)5	100	0	0.077	0.439	-1.179	0.096	1.419
factor(worker_id)6	100	0	0.021	0.465	-1.291	0.040	1.514
factor(worker_id)7	100	0	-0.014	0.427	-1.050	-0.016	1.197
factor(worker_id)8	100	0	0.024	0.448	-1.114	0.029	1.170
factor(worker_id)9	100	0	0.022	0.418	-1.003	0.022	0.938
factor(worker_id)10	100	0	0.061	0.413	-0.844	-0.001	1.318
factor(worker_id)11	100	0	-0.029	0.417	-1.072	-0.042	1.012
factor(worker_id)12	100	0	0.035	0.434	-0.861	0.001	1.265
factor(worker_id)13	100	0	-0.011	0.400	-1.058	0.002	0.872
factor(worker_id)14	100	0	0.001	0.416	-1.134	0.026	1.201
factor(worker_id)15	100	0	-0.012	0.443	-1.385	-0.009	1.003
factor(worker_id)16	100	0	0.049	0.446	-0.798	-0.016	1.594
factor(worker_id)17	100	0	0.011	0.437	-0.945	0.012	1.395
factor(worker_id)18	100	0	0.019	0.455	-0.855	0.011	1.017
factor(worker_id)19	100	0	-0.015	0.423	-0.725	-0.054	1.131
factor(worker_id)20	100	0	0.009	0.426	-1.002	0.009	1.429
factor(category_id)2	100	0	0.021	0.463	-0.911	-0.002	1.446
factor(category_id)3	100	0	0.009	0.428	-0.929	-0.012	1.431
factor(category_id)4	100	0	-0.004	0.471	-1.204	-0.051	1.145
factor(category_id)5	100	0	-0.039	0.448	-1.449	-0.063	1.084
factor(category_id)6	100	0	0.043	0.460	-0.920	0.031	1.151
factor(category_id)7	100	0	-0.004	0.466	-1.614	0.018	1.581
factor(category_id)8	100	0	0.004	0.424	-0.965	0.010	1.219
factor(category_id)9	100	0	-0.004	0.408	-0.913	0.027	0.964
factor(category_id)10	100	0	-0.033	0.424	-1.143	-0.005	1.136
factor(worker_id)2:factor(category_id)2	100	0	-0.069	0.698	-1.805	-0.067	1.602
factor(worker_id)3:factor(category_id)2	100	0	-0.098	0.638	-2.016	-0.068	1.102
factor(worker_id)4:factor(category_id)2	100	0	0.048	0.687	-1.875	0.136	1.452
factor(worker_id)5:factor(category_id)2	100	0	-0.096	0.662	-2.278	-0.033	1.462
factor(worker_id)6:factor(category_id)2	100	0	-0.043	0.746	-2.130	-0.074	1.746
factor(worker_id)7:factor(category_id)2	100	0	-0.057	0.594	-1.666	-0.137	1.695
factor(worker_id)8:factor(category_id)2	100	0	0.001	0.625	-1.898	0.038	1.988
factor(worker_id)9:factor(category_id)2	100	0	0.000	0.592	-1.533	0.011	1.176
factor(worker_id)10:factor(category_id)2	100	0	-0.132	0.633	-1.894	-0.123	1.103
factor(worker_id)11:factor(category_id)2	100	0	0.038	0.641	-1.601	-0.035	1.535
factor(worker_id)12:factor(category_id)2	100	0	-0.075	0.655	-2.074	-0.111	1.243
factor(worker_id)13:factor(category_id)2	100	0	0.012	0.641	-1.650	0.042	1.619
factor(worker_id)14:factor(category_id)2	100	0	0.007	0.651	-1.531	0.044	1.656
factor(worker_id)15:factor(category_id)2	100	0	-0.053	0.693	-1.584	-0.087	1.675
factor(worker_id)16:factor(category_id)2	100	0	-0.083	0.634	-2.146	-0.071	1.435
factor(worker_id)17:factor(category_id)2	100	0	0.015	0.651	-1.752	0.074	1.915
factor(worker_id)18:factor(category_id)2	100	0	-0.008	0.651	-1.653	-0.020	1.868
factor(worker_id)19:factor(category_id)2	100	0	0.012	0.604	-1.459	0.079	1.299
factor(worker_id)20:factor(category_id)2	100	0	-0.001	0.658	-1.666	-0.006	1.432
factor(worker_id)2:factor(category_id)3	100	0	-0.050	0.643	-1.500	0.013	1.593
factor(worker_id)3:factor(category_id)3	100	0	-0.059	0.675	-1.829	-0.062	1.785
factor(worker_id)4:factor(category_id)3	100	0	-0.054	0.590	-1.250	-0.104	1.433
factor(worker_id)5:factor(category_id)3	100	0	-0.139	0.593	-2.005	-0.119	1.367
factor(worker_id)6:factor(category_id)3	100	0	-0.041	0.616	-1.879	0.038	1.538
factor(worker_id)7:factor(category_id)3	100	0	0.030	0.646	-1.477	0.054	1.505
factor(worker_id)8:factor(category_id)3	100	0	-0.078	0.631	-1.875	-0.077	1.336
factor(worker_id)9:factor(category_id)3	100	0	0.038	0.583	-1.606	0.042	1.448
factor(worker_id)10:factor(category_id)3	100	0	-0.044	0.636	-2.135	0.044	1.096
factor(worker_id)11:factor(category_id)3	100	0	0.076	0.585	-1.098	0.125	1.493
factor(worker_id)12:factor(category_id)3	100	0	-0.037	0.638	-1.645	-0.022	1.449
factor(worker_id)13:factor(category_id)3	100	0	-0.003	0.598	-1.516	0.051	1.303
factor(worker_id)14:factor(category_id)3	100	0	0.037	0.588	-1.514	0.038	1.337
factor(worker_id)15:factor(category_id)3	100	0	0.000	0.642	-1.641	0.070	1.913
factor(worker_id)16:factor(category_id)3	100	0	-0.050	0.591	-1.477	-0.030	1.635
factor(worker_id)17:factor(category_id)3	100	0	0.011	0.640	-1.837	0.079	1.726
factor(worker_id)18:factor(category_id)3	100	0	0.026	0.586	-1.520	0.030	1.448
factor(worker_id)19:factor(category_id)3	100	0	0.051	0.557	-1.342	0.032	1.319
factor(worker_id)20:factor(category_id)3	100	0	-0.050	0.607	-2.135	-0.066	1.482
factor(worker_id)2:factor(category_id)4	100	0	0.011	0.617	-1.358	0.006	1.663
factor(worker_id)3:factor(category_id)4	100	0	-0.072	0.665	-1.905	-0.080	1.766
factor(worker_id)4:factor(category_id)4	100	0	-0.007	0.651	-1.242	0.007	1.492
factor(worker_id)5:factor(category_id)4	100	0	-0.088	0.702	-1.689	-0.115	1.665
factor(worker_id)6:factor(category_id)4	100	0	0.011	0.690	-1.692	0.006	1.696
factor(worker_id)7:factor(category_id)4	100	0	0.016	0.585	-1.532	0.034	1.335
factor(worker_id)8:factor(category_id)4	100	0	0.010	0.661	-1.593	-0.061	1.359
factor(worker_id)9:factor(category_id)4	100	0	-0.043	0.643	-1.588	0.010	1.675
factor(worker_id)10:factor(category_id)4	100	0	-0.076	0.634	-1.872	-0.132	1.428
factor(worker_id)11:factor(category_id)4	100	0	0.090	0.683	-1.416	0.050	1.999
factor(worker_id)12:factor(category_id)4	100	0	-0.019	0.621	-1.519	-0.022	1.636
factor(worker_id)13:factor(category_id)4	100	0	-0.002	0.636	-1.111	-0.056	1.859
factor(worker_id)14:factor(category_id)4	100	0	0.047	0.691	-1.436	0.087	1.341
factor(worker_id)15:factor(category_id)4	100	0	0.042	0.630	-1.306	0.034	1.929
factor(worker_id)16:factor(category_id)4	100	0	-0.022	0.637	-1.539	-0.083	1.397
factor(worker_id)17:factor(category_id)4	100	0	0.037	0.662	-1.746	0.109	1.941
factor(worker_id)18:factor(category_id)4	100	0	0.022	0.642	-1.354	-0.002	1.644
factor(worker_id)19:factor(category_id)4	100	0	0.095	0.637	-1.601	0.139	1.618
factor(worker_id)20:factor(category_id)4	100	0	0.002	0.647	-1.800	0.048	1.346
factor(worker_id)2:factor(category_id)5	100	0	-0.015	0.700	-1.554	0.098	1.953
factor(worker_id)3:factor(category_id)5	100	0	0.041	0.646	-1.381	0.051	1.655
factor(worker_id)4:factor(category_id)5	100	0	0.035	0.617	-1.324	0.057	1.513
factor(worker_id)5:factor(category_id)5	100	0	-0.012	0.640	-1.375	-0.036	2.241
factor(worker_id)6:factor(category_id)5	100	0	-0.001	0.634	-1.591	-0.099	1.819
factor(worker_id)7:factor(category_id)5	100	0	0.099	0.598	-1.437	0.076	1.520
factor(worker_id)8:factor(category_id)5	100	0	-0.002	0.625	-1.558	0.059	1.392
factor(worker_id)9:factor(category_id)5	100	0	0.068	0.625	-1.265	0.072	1.876
factor(worker_id)10:factor(category_id)5	100	0	-0.027	0.598	-1.836	-0.017	1.881
factor(worker_id)11:factor(category_id)5	100	0	0.111	0.658	-1.327	0.152	1.874
factor(worker_id)12:factor(category_id)5	100	0	0.020	0.598	-1.330	-0.070	1.504
factor(worker_id)13:factor(category_id)5	100	0	0.016	0.696	-1.605	0.018	1.973
factor(worker_id)14:factor(category_id)5	100	0	0.013	0.576	-1.342	0.054	1.524
factor(worker_id)15:factor(category_id)5	100	0	0.130	0.579	-1.399	0.088	1.527
factor(worker_id)16:factor(category_id)5	100	0	0.025	0.625	-1.602	0.021	1.730
factor(worker_id)17:factor(category_id)5	100	0	0.005	0.687	-1.483	-0.014	1.566
factor(worker_id)18:factor(category_id)5	100	0	0.020	0.671	-1.369	0.066	1.487
factor(worker_id)19:factor(category_id)5	100	0	0.082	0.623	-1.640	0.090	1.553
factor(worker_id)20:factor(category_id)5	100	0	0.005	0.624	-1.375	-0.006	1.545
factor(worker_id)2:factor(category_id)6	100	0	-0.070	0.681	-2.024	-0.001	1.477
factor(worker_id)3:factor(category_id)6	100	0	-0.047	0.625	-1.531	-0.091	1.667
factor(worker_id)4:factor(category_id)6	100	0	-0.024	0.649	-1.335	0.043	1.599
factor(worker_id)5:factor(category_id)6	100	0	-0.120	0.587	-1.693	-0.112	1.547
factor(worker_id)6:factor(category_id)6	100	0	0.063	0.642	-1.674	-0.053	1.668
factor(worker_id)7:factor(category_id)6	100	0	0.019	0.688	-1.584	0.048	1.947
factor(worker_id)8:factor(category_id)6	100	0	-0.039	0.639	-1.201	-0.066	1.985
factor(worker_id)9:factor(category_id)6	100	0	-0.096	0.700	-1.725	-0.182	1.729
factor(worker_id)10:factor(category_id)6	100	0	-0.104	0.595	-1.637	-0.024	1.434
factor(worker_id)11:factor(category_id)6	100	0	0.009	0.684	-1.491	0.024	1.662
factor(worker_id)12:factor(category_id)6	100	0	-0.013	0.579	-1.414	0.026	1.351
factor(worker_id)13:factor(category_id)6	100	0	0.053	0.628	-1.906	0.101	1.939
factor(worker_id)14:factor(category_id)6	100	0	-0.053	0.638	-1.402	-0.116	1.565
factor(worker_id)15:factor(category_id)6	100	0	-0.006	0.656	-1.544	0.001	1.991
factor(worker_id)16:factor(category_id)6	100	0	-0.083	0.619	-1.465	-0.057	1.838
factor(worker_id)17:factor(category_id)6	100	0	-0.012	0.703	-1.762	0.007	1.960
factor(worker_id)18:factor(category_id)6	100	0	-0.043	0.603	-1.399	-0.053	1.665
factor(worker_id)19:factor(category_id)6	100	0	-0.013	0.645	-2.232	-0.008	1.398
factor(worker_id)20:factor(category_id)6	100	0	-0.067	0.544	-1.504	-0.103	1.250
factor(worker_id)2:factor(category_id)7	100	0	-0.052	0.683	-1.287	-0.054	2.462
factor(worker_id)3:factor(category_id)7	100	0	-0.004	0.682	-1.369	0.012	1.805
factor(worker_id)4:factor(category_id)7	100	0	0.027	0.625	-1.435	0.111	1.333
factor(worker_id)5:factor(category_id)7	100	0	-0.056	0.666	-2.018	-0.015	1.521
factor(worker_id)6:factor(category_id)7	100	0	-0.033	0.674	-1.991	-0.022	2.404
factor(worker_id)7:factor(category_id)7	100	0	0.065	0.599	-1.371	0.079	1.739
factor(worker_id)8:factor(category_id)7	100	0	0.034	0.605	-1.260	-0.030	1.470
factor(worker_id)9:factor(category_id)7	100	0	0.008	0.564	-1.505	0.024	1.396
factor(worker_id)10:factor(category_id)7	100	0	-0.043	0.640	-2.225	-0.015	1.496
factor(worker_id)11:factor(category_id)7	100	0	0.080	0.670	-2.228	0.086	2.077
factor(worker_id)12:factor(category_id)7	100	0	-0.004	0.596	-1.347	0.040	1.184
factor(worker_id)13:factor(category_id)7	100	0	0.086	0.606	-1.222	0.062	1.666
factor(worker_id)14:factor(category_id)7	100	0	0.028	0.615	-1.657	0.100	1.378
factor(worker_id)15:factor(category_id)7	100	0	0.038	0.617	-1.561	-0.017	1.541
factor(worker_id)16:factor(category_id)7	100	0	-0.036	0.631	-2.256	0.060	1.209
factor(worker_id)17:factor(category_id)7	100	0	-0.005	0.705	-2.075	0.037	2.032
factor(worker_id)18:factor(category_id)7	100	0	-0.082	0.710	-1.847	-0.071	1.583
factor(worker_id)19:factor(category_id)7	100	0	0.066	0.644	-1.703	0.115	1.849
factor(worker_id)20:factor(category_id)7	100	0	-0.037	0.686	-2.487	-0.058	1.884
factor(worker_id)2:factor(category_id)8	100	0	-0.073	0.703	-1.546	-0.018	1.371
factor(worker_id)3:factor(category_id)8	100	0	-0.051	0.632	-1.625	-0.011	1.279
factor(worker_id)4:factor(category_id)8	100	0	-0.042	0.585	-1.926	-0.033	1.407
factor(worker_id)5:factor(category_id)8	100	0	-0.115	0.601	-2.030	-0.111	1.293
factor(worker_id)6:factor(category_id)8	100	0	-0.012	0.649	-1.556	-0.054	1.575
factor(worker_id)7:factor(category_id)8	100	0	0.017	0.573	-1.514	-0.039	1.579
factor(worker_id)8:factor(category_id)8	100	0	-0.055	0.663	-2.022	-0.059	1.606
factor(worker_id)9:factor(category_id)8	100	0	-0.024	0.613	-1.623	-0.025	1.796
factor(worker_id)10:factor(category_id)8	100	0	0.028	0.586	-1.551	-0.017	1.440
factor(worker_id)11:factor(category_id)8	100	0	0.009	0.603	-1.459	-0.029	1.667
factor(worker_id)12:factor(category_id)8	100	0	-0.044	0.644	-1.967	-0.076	1.589
factor(worker_id)13:factor(category_id)8	100	0	0.069	0.588	-1.434	0.122	1.427
factor(worker_id)14:factor(category_id)8	100	0	0.067	0.576	-1.544	0.089	1.360
factor(worker_id)15:factor(category_id)8	100	0	0.025	0.603	-1.134	0.017	1.524
factor(worker_id)16:factor(category_id)8	100	0	0.015	0.627	-2.208	0.063	1.496
factor(worker_id)17:factor(category_id)8	100	0	0.058	0.608	-1.123	0.096	1.576
factor(worker_id)18:factor(category_id)8	100	0	0.027	0.649	-1.682	-0.003	1.807
factor(worker_id)19:factor(category_id)8	100	0	0.051	0.610	-1.298	0.051	1.744
factor(worker_id)20:factor(category_id)8	100	0	0.038	0.620	-1.907	0.099	1.673
factor(worker_id)2:factor(category_id)9	100	0	0.006	0.631	-1.517	0.009	1.933
factor(worker_id)3:factor(category_id)9	100	0	-0.005	0.575	-2.057	0.022	1.160
factor(worker_id)4:factor(category_id)9	100	0	-0.005	0.626	-1.552	-0.035	2.316
factor(worker_id)5:factor(category_id)9	100	0	-0.046	0.601	-1.385	-0.035	1.349
factor(worker_id)6:factor(category_id)9	100	0	-0.053	0.655	-1.677	-0.057	1.777
factor(worker_id)7:factor(category_id)9	100	0	0.079	0.631	-1.591	0.060	1.684
factor(worker_id)8:factor(category_id)9	100	0	0.004	0.734	-1.597	0.092	1.749
factor(worker_id)9:factor(category_id)9	100	0	-0.056	0.567	-1.465	-0.048	1.379
factor(worker_id)10:factor(category_id)9	100	0	-0.031	0.497	-1.125	-0.044	1.342
factor(worker_id)11:factor(category_id)9	100	0	0.038	0.657	-1.434	0.054	1.746
factor(worker_id)12:factor(category_id)9	100	0	0.013	0.590	-1.360	-0.042	1.304
factor(worker_id)13:factor(category_id)9	100	0	0.040	0.560	-1.432	0.037	1.419
factor(worker_id)14:factor(category_id)9	100	0	0.034	0.612	-1.435	0.054	2.095
factor(worker_id)15:factor(category_id)9	100	0	0.083	0.623	-1.314	0.100	1.890
factor(worker_id)16:factor(category_id)9	100	0	-0.004	0.654	-2.347	0.083	1.425
factor(worker_id)17:factor(category_id)9	100	0	-0.003	0.592	-1.558	-0.010	1.809
factor(worker_id)18:factor(category_id)9	100	0	0.041	0.629	-1.781	0.092	1.789
factor(worker_id)19:factor(category_id)9	100	0	0.038	0.617	-1.421	0.025	1.546
factor(worker_id)20:factor(category_id)9	100	0	0.008	0.601	-1.713	0.009	1.522
factor(worker_id)2:factor(category_id)10	100	0	0.058	0.582	-1.223	0.076	2.057
factor(worker_id)3:factor(category_id)10	100	0	0.095	0.541	-1.345	0.072	1.132
factor(worker_id)4:factor(category_id)10	100	0	0.060	0.613	-1.279	0.129	1.620
factor(worker_id)5:factor(category_id)10	100	0	-0.031	0.588	-1.783	-0.081	1.370
factor(worker_id)6:factor(category_id)10	100	0	0.038	0.660	-1.843	0.066	1.118
factor(worker_id)7:factor(category_id)10	100	0	0.031	0.632	-1.755	0.043	2.018
factor(worker_id)8:factor(category_id)10	100	0	0.062	0.668	-1.632	0.092	2.096
factor(worker_id)9:factor(category_id)10	100	0	0.022	0.588	-1.197	-0.051	1.514
factor(worker_id)10:factor(category_id)10	100	0	-0.005	0.561	-1.629	-0.013	1.414
factor(worker_id)11:factor(category_id)10	100	0	0.075	0.662	-1.535	0.060	1.990
factor(worker_id)12:factor(category_id)10	100	0	-0.017	0.591	-1.639	0.003	1.286
factor(worker_id)13:factor(category_id)10	100	0	0.074	0.552	-1.029	-0.047	1.727
factor(worker_id)14:factor(category_id)10	100	0	0.082	0.591	-0.914	0.032	2.178
factor(worker_id)15:factor(category_id)10	100	0	-0.004	0.713	-1.426	-0.022	1.767
factor(worker_id)16:factor(category_id)10	100	0	-0.023	0.582	-1.688	0.027	1.319
factor(worker_id)17:factor(category_id)10	100	0	-0.008	0.572	-1.321	-0.054	1.343
factor(worker_id)18:factor(category_id)10	100	0	0.092	0.644	-1.266	0.081	1.846
factor(worker_id)19:factor(category_id)10	100	0	0.082	0.662	-1.930	-0.001	1.537
factor(worker_id)20:factor(category_id)10	100	0	0.087	0.638	-1.663	0.115	1.460

Power

## Warning: The `x` argument of `as_tibble.matrix()` must have unique column names if
## `.name_repair` is omitted as of tibble 2.0.0.
## ℹ Using compatibility `.name_repair`.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

coefficient	rejection_probability
(Intercept)	1
factor(worker_id)2	0.88
factor(worker_id)3	1
factor(worker_id)4	1
factor(worker_id)5	1
factor(worker_id)6	1
factor(worker_id)7	1
factor(worker_id)8	1
factor(worker_id)9	1
factor(worker_id)10	1
factor(worker_id)11	1
factor(worker_id)12	1
factor(worker_id)13	1
factor(worker_id)14	1
factor(worker_id)15	1
factor(worker_id)16	1
factor(worker_id)17	1
factor(worker_id)18	1
factor(worker_id)19	1
factor(worker_id)20	1
factor(category_id)2	0.82
factor(category_id)3	1
factor(category_id)4	1
factor(category_id)5	1
factor(category_id)6	1
factor(category_id)7	1
factor(category_id)8	1
factor(category_id)9	1
factor(category_id)10	1
factor(worker_id)2:factor(category_id)2	0.09
factor(worker_id)3:factor(category_id)2	0.15
factor(worker_id)4:factor(category_id)2	0.44
factor(worker_id)5:factor(category_id)2	0.52
factor(worker_id)6:factor(category_id)2	0.72
factor(worker_id)7:factor(category_id)2	0.91
factor(worker_id)8:factor(category_id)2	0.98
factor(worker_id)9:factor(category_id)2	0.99
factor(worker_id)10:factor(category_id)2	0.99
factor(worker_id)11:factor(category_id)2	1
factor(worker_id)12:factor(category_id)2	1
factor(worker_id)13:factor(category_id)2	1
factor(worker_id)14:factor(category_id)2	1
factor(worker_id)15:factor(category_id)2	1
factor(worker_id)16:factor(category_id)2	1
factor(worker_id)17:factor(category_id)2	1
factor(worker_id)18:factor(category_id)2	1
factor(worker_id)19:factor(category_id)2	1
factor(worker_id)20:factor(category_id)2	1
factor(worker_id)2:factor(category_id)3	0.17
factor(worker_id)3:factor(category_id)3	0.51
factor(worker_id)4:factor(category_id)3	0.9
factor(worker_id)5:factor(category_id)3	0.97
factor(worker_id)6:factor(category_id)3	1
factor(worker_id)7:factor(category_id)3	1
factor(worker_id)8:factor(category_id)3	1
factor(worker_id)9:factor(category_id)3	1
factor(worker_id)10:factor(category_id)3	1
factor(worker_id)11:factor(category_id)3	1
factor(worker_id)12:factor(category_id)3	1
factor(worker_id)13:factor(category_id)3	1
factor(worker_id)14:factor(category_id)3	1
factor(worker_id)15:factor(category_id)3	1
factor(worker_id)16:factor(category_id)3	1
factor(worker_id)17:factor(category_id)3	1
factor(worker_id)18:factor(category_id)3	1
factor(worker_id)19:factor(category_id)3	1
factor(worker_id)20:factor(category_id)3	1
factor(worker_id)2:factor(category_id)4	0.39
factor(worker_id)3:factor(category_id)4	0.82
factor(worker_id)4:factor(category_id)4	1
factor(worker_id)5:factor(category_id)4	1
factor(worker_id)6:factor(category_id)4	1
factor(worker_id)7:factor(category_id)4	1
factor(worker_id)8:factor(category_id)4	1
factor(worker_id)9:factor(category_id)4	1
factor(worker_id)10:factor(category_id)4	1
factor(worker_id)11:factor(category_id)4	1
factor(worker_id)12:factor(category_id)4	1
factor(worker_id)13:factor(category_id)4	1
factor(worker_id)14:factor(category_id)4	1
factor(worker_id)15:factor(category_id)4	1
factor(worker_id)16:factor(category_id)4	1
factor(worker_id)17:factor(category_id)4	1
factor(worker_id)18:factor(category_id)4	1
factor(worker_id)19:factor(category_id)4	1
factor(worker_id)20:factor(category_id)4	1
factor(worker_id)2:factor(category_id)5	0.56
factor(worker_id)3:factor(category_id)5	1
factor(worker_id)4:factor(category_id)5	1
factor(worker_id)5:factor(category_id)5	1
factor(worker_id)6:factor(category_id)5	1
factor(worker_id)7:factor(category_id)5	1
factor(worker_id)8:factor(category_id)5	1
factor(worker_id)9:factor(category_id)5	1
factor(worker_id)10:factor(category_id)5	1
factor(worker_id)11:factor(category_id)5	1
factor(worker_id)12:factor(category_id)5	1
factor(worker_id)13:factor(category_id)5	1
factor(worker_id)14:factor(category_id)5	1
factor(worker_id)15:factor(category_id)5	1
factor(worker_id)16:factor(category_id)5	1
factor(worker_id)17:factor(category_id)5	1
factor(worker_id)18:factor(category_id)5	1
factor(worker_id)19:factor(category_id)5	1
factor(worker_id)20:factor(category_id)5	1
factor(worker_id)2:factor(category_id)6	0.65
factor(worker_id)3:factor(category_id)6	1
factor(worker_id)4:factor(category_id)6	1
factor(worker_id)5:factor(category_id)6	1
factor(worker_id)6:factor(category_id)6	1
factor(worker_id)7:factor(category_id)6	1
factor(worker_id)8:factor(category_id)6	1
factor(worker_id)9:factor(category_id)6	1
factor(worker_id)10:factor(category_id)6	1
factor(worker_id)11:factor(category_id)6	1
factor(worker_id)12:factor(category_id)6	1
factor(worker_id)13:factor(category_id)6	1
factor(worker_id)14:factor(category_id)6	1
factor(worker_id)15:factor(category_id)6	1
factor(worker_id)16:factor(category_id)6	1
factor(worker_id)17:factor(category_id)6	1
factor(worker_id)18:factor(category_id)6	1
factor(worker_id)19:factor(category_id)6	1
factor(worker_id)20:factor(category_id)6	1
factor(worker_id)2:factor(category_id)7	0.84
factor(worker_id)3:factor(category_id)7	1
factor(worker_id)4:factor(category_id)7	1
factor(worker_id)5:factor(category_id)7	1
factor(worker_id)6:factor(category_id)7	1
factor(worker_id)7:factor(category_id)7	1
factor(worker_id)8:factor(category_id)7	1
factor(worker_id)9:factor(category_id)7	1
factor(worker_id)10:factor(category_id)7	1
factor(worker_id)11:factor(category_id)7	1
factor(worker_id)12:factor(category_id)7	1
factor(worker_id)13:factor(category_id)7	1
factor(worker_id)14:factor(category_id)7	1
factor(worker_id)15:factor(category_id)7	1
factor(worker_id)16:factor(category_id)7	1
factor(worker_id)17:factor(category_id)7	1
factor(worker_id)18:factor(category_id)7	1
factor(worker_id)19:factor(category_id)7	1
factor(worker_id)20:factor(category_id)7	1
factor(worker_id)2:factor(category_id)8	0.95
factor(worker_id)3:factor(category_id)8	1
factor(worker_id)4:factor(category_id)8	1
factor(worker_id)5:factor(category_id)8	1
factor(worker_id)6:factor(category_id)8	1
factor(worker_id)7:factor(category_id)8	1
factor(worker_id)8:factor(category_id)8	1
factor(worker_id)9:factor(category_id)8	1
factor(worker_id)10:factor(category_id)8	1
factor(worker_id)11:factor(category_id)8	1
factor(worker_id)12:factor(category_id)8	1
factor(worker_id)13:factor(category_id)8	1
factor(worker_id)14:factor(category_id)8	1
factor(worker_id)15:factor(category_id)8	1
factor(worker_id)16:factor(category_id)8	1
factor(worker_id)17:factor(category_id)8	1
factor(worker_id)18:factor(category_id)8	1
factor(worker_id)19:factor(category_id)8	1
factor(worker_id)20:factor(category_id)8	1
factor(worker_id)2:factor(category_id)9	0.99
factor(worker_id)3:factor(category_id)9	1
factor(worker_id)4:factor(category_id)9	1
factor(worker_id)5:factor(category_id)9	1
factor(worker_id)6:factor(category_id)9	1
factor(worker_id)7:factor(category_id)9	1
factor(worker_id)8:factor(category_id)9	1
factor(worker_id)9:factor(category_id)9	1
factor(worker_id)10:factor(category_id)9	1
factor(worker_id)11:factor(category_id)9	1
factor(worker_id)12:factor(category_id)9	1
factor(worker_id)13:factor(category_id)9	1
factor(worker_id)14:factor(category_id)9	1
factor(worker_id)15:factor(category_id)9	1
factor(worker_id)16:factor(category_id)9	1
factor(worker_id)17:factor(category_id)9	1
factor(worker_id)18:factor(category_id)9	1
factor(worker_id)19:factor(category_id)9	1
factor(worker_id)20:factor(category_id)9	1
factor(worker_id)2:factor(category_id)10	1
factor(worker_id)3:factor(category_id)10	1
factor(worker_id)4:factor(category_id)10	1
factor(worker_id)5:factor(category_id)10	1
factor(worker_id)6:factor(category_id)10	1
factor(worker_id)7:factor(category_id)10	1
factor(worker_id)8:factor(category_id)10	1
factor(worker_id)9:factor(category_id)10	1
factor(worker_id)10:factor(category_id)10	1
factor(worker_id)11:factor(category_id)10	1
factor(worker_id)12:factor(category_id)10	1
factor(worker_id)13:factor(category_id)10	1
factor(worker_id)14:factor(category_id)10	1
factor(worker_id)15:factor(category_id)10	1
factor(worker_id)16:factor(category_id)10	1
factor(worker_id)17:factor(category_id)10	1
factor(worker_id)18:factor(category_id)10	1
factor(worker_id)19:factor(category_id)10	1
factor(worker_id)20:factor(category_id)10	1

Significant match effect number = 161 out of 171

num_process = 20, num_simulation = 100

Bias

	Unique	Missing Pct.	Mean	SD	Min	Median	Max
(Intercept)	100	0	-0.018	0.293	-1.017	0.009	0.747
factor(worker_id)2	100	0	0.066	0.471	-1.303	0.091	1.219
factor(worker_id)3	100	0	0.019	0.433	-0.938	-0.061	1.347
factor(worker_id)4	100	0	0.024	0.414	-0.915	0.031	1.074
factor(worker_id)5	100	0	0.077	0.439	-1.179	0.096	1.419
factor(worker_id)6	100	0	0.021	0.465	-1.291	0.040	1.514
factor(worker_id)7	100	0	-0.014	0.427	-1.050	-0.016	1.197
factor(worker_id)8	100	0	0.024	0.448	-1.114	0.029	1.170
factor(worker_id)9	100	0	0.022	0.418	-1.003	0.022	0.938
factor(worker_id)10	100	0	0.061	0.413	-0.844	-0.001	1.318
factor(worker_id)11	100	0	-0.029	0.417	-1.072	-0.042	1.012
factor(worker_id)12	100	0	0.035	0.434	-0.861	0.001	1.265
factor(worker_id)13	100	0	-0.011	0.400	-1.058	0.002	0.872
factor(worker_id)14	100	0	0.001	0.416	-1.134	0.026	1.201
factor(worker_id)15	100	0	-0.012	0.443	-1.385	-0.009	1.003
factor(worker_id)16	100	0	0.049	0.446	-0.798	-0.016	1.594
factor(worker_id)17	100	0	0.011	0.437	-0.945	0.012	1.395
factor(worker_id)18	100	0	0.019	0.455	-0.855	0.011	1.017
factor(worker_id)19	100	0	-0.015	0.423	-0.725	-0.054	1.131
factor(worker_id)20	100	0	0.009	0.426	-1.002	0.009	1.429
factor(category_id)2	100	0	0.021	0.463	-0.911	-0.002	1.446
factor(category_id)3	100	0	0.009	0.428	-0.929	-0.012	1.431
factor(category_id)4	100	0	-0.004	0.471	-1.204	-0.051	1.145
factor(category_id)5	100	0	-0.039	0.448	-1.449	-0.063	1.084
factor(category_id)6	100	0	0.043	0.460	-0.920	0.031	1.151
factor(category_id)7	100	0	-0.004	0.466	-1.614	0.018	1.581
factor(category_id)8	100	0	0.004	0.424	-0.965	0.010	1.219
factor(category_id)9	100	0	-0.004	0.408	-0.913	0.027	0.964
factor(category_id)10	100	0	-0.033	0.424	-1.143	-0.005	1.136
factor(worker_id)2:factor(category_id)2	100	0	-0.069	0.698	-1.805	-0.067	1.602
factor(worker_id)3:factor(category_id)2	100	0	-0.098	0.638	-2.016	-0.068	1.102
factor(worker_id)4:factor(category_id)2	100	0	0.048	0.687	-1.875	0.136	1.452
factor(worker_id)5:factor(category_id)2	100	0	-0.096	0.662	-2.278	-0.033	1.462
factor(worker_id)6:factor(category_id)2	100	0	-0.043	0.746	-2.130	-0.074	1.746
factor(worker_id)7:factor(category_id)2	100	0	-0.057	0.594	-1.666	-0.137	1.695
factor(worker_id)8:factor(category_id)2	100	0	0.001	0.625	-1.898	0.038	1.988
factor(worker_id)9:factor(category_id)2	100	0	0.000	0.592	-1.533	0.011	1.176
factor(worker_id)10:factor(category_id)2	100	0	-0.132	0.633	-1.894	-0.123	1.103
factor(worker_id)11:factor(category_id)2	100	0	0.038	0.641	-1.601	-0.035	1.535
factor(worker_id)12:factor(category_id)2	100	0	-0.075	0.655	-2.074	-0.111	1.243
factor(worker_id)13:factor(category_id)2	100	0	0.012	0.641	-1.650	0.042	1.619
factor(worker_id)14:factor(category_id)2	100	0	0.007	0.651	-1.531	0.044	1.656
factor(worker_id)15:factor(category_id)2	100	0	-0.053	0.693	-1.584	-0.087	1.675
factor(worker_id)16:factor(category_id)2	100	0	-0.083	0.634	-2.146	-0.071	1.435
factor(worker_id)17:factor(category_id)2	100	0	0.015	0.651	-1.752	0.074	1.915
factor(worker_id)18:factor(category_id)2	100	0	-0.008	0.651	-1.653	-0.020	1.868
factor(worker_id)19:factor(category_id)2	100	0	0.012	0.604	-1.459	0.079	1.299
factor(worker_id)20:factor(category_id)2	100	0	-0.001	0.658	-1.666	-0.006	1.432
factor(worker_id)2:factor(category_id)3	100	0	-0.050	0.643	-1.500	0.013	1.593
factor(worker_id)3:factor(category_id)3	100	0	-0.059	0.675	-1.829	-0.062	1.785
factor(worker_id)4:factor(category_id)3	100	0	-0.054	0.590	-1.250	-0.104	1.433
factor(worker_id)5:factor(category_id)3	100	0	-0.139	0.593	-2.005	-0.119	1.367
factor(worker_id)6:factor(category_id)3	100	0	-0.041	0.616	-1.879	0.038	1.538
factor(worker_id)7:factor(category_id)3	100	0	0.030	0.646	-1.477	0.054	1.505
factor(worker_id)8:factor(category_id)3	100	0	-0.078	0.631	-1.875	-0.077	1.336
factor(worker_id)9:factor(category_id)3	100	0	0.038	0.583	-1.606	0.042	1.448
factor(worker_id)10:factor(category_id)3	100	0	-0.044	0.636	-2.135	0.044	1.096
factor(worker_id)11:factor(category_id)3	100	0	0.076	0.585	-1.098	0.125	1.493
factor(worker_id)12:factor(category_id)3	100	0	-0.037	0.638	-1.645	-0.022	1.449
factor(worker_id)13:factor(category_id)3	100	0	-0.003	0.598	-1.516	0.051	1.303
factor(worker_id)14:factor(category_id)3	100	0	0.037	0.588	-1.514	0.038	1.337
factor(worker_id)15:factor(category_id)3	100	0	0.000	0.642	-1.641	0.070	1.913
factor(worker_id)16:factor(category_id)3	100	0	-0.050	0.591	-1.477	-0.030	1.635
factor(worker_id)17:factor(category_id)3	100	0	0.011	0.640	-1.837	0.079	1.726
factor(worker_id)18:factor(category_id)3	100	0	0.026	0.586	-1.520	0.030	1.448
factor(worker_id)19:factor(category_id)3	100	0	0.051	0.557	-1.342	0.032	1.319
factor(worker_id)20:factor(category_id)3	100	0	-0.050	0.607	-2.135	-0.066	1.482
factor(worker_id)2:factor(category_id)4	100	0	0.011	0.617	-1.358	0.006	1.663
factor(worker_id)3:factor(category_id)4	100	0	-0.072	0.665	-1.905	-0.080	1.766
factor(worker_id)4:factor(category_id)4	100	0	-0.007	0.651	-1.242	0.007	1.492
factor(worker_id)5:factor(category_id)4	100	0	-0.088	0.702	-1.689	-0.115	1.665
factor(worker_id)6:factor(category_id)4	100	0	0.011	0.690	-1.692	0.006	1.696
factor(worker_id)7:factor(category_id)4	100	0	0.016	0.585	-1.532	0.034	1.335
factor(worker_id)8:factor(category_id)4	100	0	0.010	0.661	-1.593	-0.061	1.359
factor(worker_id)9:factor(category_id)4	100	0	-0.043	0.643	-1.588	0.010	1.675
factor(worker_id)10:factor(category_id)4	100	0	-0.076	0.634	-1.872	-0.132	1.428
factor(worker_id)11:factor(category_id)4	100	0	0.090	0.683	-1.416	0.050	1.999
factor(worker_id)12:factor(category_id)4	100	0	-0.019	0.621	-1.519	-0.022	1.636
factor(worker_id)13:factor(category_id)4	100	0	-0.002	0.636	-1.111	-0.056	1.859
factor(worker_id)14:factor(category_id)4	100	0	0.047	0.691	-1.436	0.087	1.341
factor(worker_id)15:factor(category_id)4	100	0	0.042	0.630	-1.306	0.034	1.929
factor(worker_id)16:factor(category_id)4	100	0	-0.022	0.637	-1.539	-0.083	1.397
factor(worker_id)17:factor(category_id)4	100	0	0.037	0.662	-1.746	0.109	1.941
factor(worker_id)18:factor(category_id)4	100	0	0.022	0.642	-1.354	-0.002	1.644
factor(worker_id)19:factor(category_id)4	100	0	0.095	0.637	-1.601	0.139	1.618
factor(worker_id)20:factor(category_id)4	100	0	0.002	0.647	-1.800	0.048	1.346
factor(worker_id)2:factor(category_id)5	100	0	-0.015	0.700	-1.554	0.098	1.953
factor(worker_id)3:factor(category_id)5	100	0	0.041	0.646	-1.381	0.051	1.655
factor(worker_id)4:factor(category_id)5	100	0	0.035	0.617	-1.324	0.057	1.513
factor(worker_id)5:factor(category_id)5	100	0	-0.012	0.640	-1.375	-0.036	2.241
factor(worker_id)6:factor(category_id)5	100	0	-0.001	0.634	-1.591	-0.099	1.819
factor(worker_id)7:factor(category_id)5	100	0	0.099	0.598	-1.437	0.076	1.520
factor(worker_id)8:factor(category_id)5	100	0	-0.002	0.625	-1.558	0.059	1.392
factor(worker_id)9:factor(category_id)5	100	0	0.068	0.625	-1.265	0.072	1.876
factor(worker_id)10:factor(category_id)5	100	0	-0.027	0.598	-1.836	-0.017	1.881
factor(worker_id)11:factor(category_id)5	100	0	0.111	0.658	-1.327	0.152	1.874
factor(worker_id)12:factor(category_id)5	100	0	0.020	0.598	-1.330	-0.070	1.504
factor(worker_id)13:factor(category_id)5	100	0	0.016	0.696	-1.605	0.018	1.973
factor(worker_id)14:factor(category_id)5	100	0	0.013	0.576	-1.342	0.054	1.524
factor(worker_id)15:factor(category_id)5	100	0	0.130	0.579	-1.399	0.088	1.527
factor(worker_id)16:factor(category_id)5	100	0	0.025	0.625	-1.602	0.021	1.730
factor(worker_id)17:factor(category_id)5	100	0	0.005	0.687	-1.483	-0.014	1.566
factor(worker_id)18:factor(category_id)5	100	0	0.020	0.671	-1.369	0.066	1.487
factor(worker_id)19:factor(category_id)5	100	0	0.082	0.623	-1.640	0.090	1.553
factor(worker_id)20:factor(category_id)5	100	0	0.005	0.624	-1.375	-0.006	1.545
factor(worker_id)2:factor(category_id)6	100	0	-0.070	0.681	-2.024	-0.001	1.477
factor(worker_id)3:factor(category_id)6	100	0	-0.047	0.625	-1.531	-0.091	1.667
factor(worker_id)4:factor(category_id)6	100	0	-0.024	0.649	-1.335	0.043	1.599
factor(worker_id)5:factor(category_id)6	100	0	-0.120	0.587	-1.693	-0.112	1.547
factor(worker_id)6:factor(category_id)6	100	0	0.063	0.642	-1.674	-0.053	1.668
factor(worker_id)7:factor(category_id)6	100	0	0.019	0.688	-1.584	0.048	1.947
factor(worker_id)8:factor(category_id)6	100	0	-0.039	0.639	-1.201	-0.066	1.985
factor(worker_id)9:factor(category_id)6	100	0	-0.096	0.700	-1.725	-0.182	1.729
factor(worker_id)10:factor(category_id)6	100	0	-0.104	0.595	-1.637	-0.024	1.434
factor(worker_id)11:factor(category_id)6	100	0	0.009	0.684	-1.491	0.024	1.662
factor(worker_id)12:factor(category_id)6	100	0	-0.013	0.579	-1.414	0.026	1.351
factor(worker_id)13:factor(category_id)6	100	0	0.053	0.628	-1.906	0.101	1.939
factor(worker_id)14:factor(category_id)6	100	0	-0.053	0.638	-1.402	-0.116	1.565
factor(worker_id)15:factor(category_id)6	100	0	-0.006	0.656	-1.544	0.001	1.991
factor(worker_id)16:factor(category_id)6	100	0	-0.083	0.619	-1.465	-0.057	1.838
factor(worker_id)17:factor(category_id)6	100	0	-0.012	0.703	-1.762	0.007	1.960
factor(worker_id)18:factor(category_id)6	100	0	-0.043	0.603	-1.399	-0.053	1.665
factor(worker_id)19:factor(category_id)6	100	0	-0.013	0.645	-2.232	-0.008	1.398
factor(worker_id)20:factor(category_id)6	100	0	-0.067	0.544	-1.504	-0.103	1.250
factor(worker_id)2:factor(category_id)7	100	0	-0.052	0.683	-1.287	-0.054	2.462
factor(worker_id)3:factor(category_id)7	100	0	-0.004	0.682	-1.369	0.012	1.805
factor(worker_id)4:factor(category_id)7	100	0	0.027	0.625	-1.435	0.111	1.333
factor(worker_id)5:factor(category_id)7	100	0	-0.056	0.666	-2.018	-0.015	1.521
factor(worker_id)6:factor(category_id)7	100	0	-0.033	0.674	-1.991	-0.022	2.404
factor(worker_id)7:factor(category_id)7	100	0	0.065	0.599	-1.371	0.079	1.739
factor(worker_id)8:factor(category_id)7	100	0	0.034	0.605	-1.260	-0.030	1.470
factor(worker_id)9:factor(category_id)7	100	0	0.008	0.564	-1.505	0.024	1.396
factor(worker_id)10:factor(category_id)7	100	0	-0.043	0.640	-2.225	-0.015	1.496
factor(worker_id)11:factor(category_id)7	100	0	0.080	0.670	-2.228	0.086	2.077
factor(worker_id)12:factor(category_id)7	100	0	-0.004	0.596	-1.347	0.040	1.184
factor(worker_id)13:factor(category_id)7	100	0	0.086	0.606	-1.222	0.062	1.666
factor(worker_id)14:factor(category_id)7	100	0	0.028	0.615	-1.657	0.100	1.378
factor(worker_id)15:factor(category_id)7	100	0	0.038	0.617	-1.561	-0.017	1.541
factor(worker_id)16:factor(category_id)7	100	0	-0.036	0.631	-2.256	0.060	1.209
factor(worker_id)17:factor(category_id)7	100	0	-0.005	0.705	-2.075	0.037	2.032
factor(worker_id)18:factor(category_id)7	100	0	-0.082	0.710	-1.847	-0.071	1.583
factor(worker_id)19:factor(category_id)7	100	0	0.066	0.644	-1.703	0.115	1.849
factor(worker_id)20:factor(category_id)7	100	0	-0.037	0.686	-2.487	-0.058	1.884
factor(worker_id)2:factor(category_id)8	100	0	-0.073	0.703	-1.546	-0.018	1.371
factor(worker_id)3:factor(category_id)8	100	0	-0.051	0.632	-1.625	-0.011	1.279
factor(worker_id)4:factor(category_id)8	100	0	-0.042	0.585	-1.926	-0.033	1.407
factor(worker_id)5:factor(category_id)8	100	0	-0.115	0.601	-2.030	-0.111	1.293
factor(worker_id)6:factor(category_id)8	100	0	-0.012	0.649	-1.556	-0.054	1.575
factor(worker_id)7:factor(category_id)8	100	0	0.017	0.573	-1.514	-0.039	1.579
factor(worker_id)8:factor(category_id)8	100	0	-0.055	0.663	-2.022	-0.059	1.606
factor(worker_id)9:factor(category_id)8	100	0	-0.024	0.613	-1.623	-0.025	1.796
factor(worker_id)10:factor(category_id)8	100	0	0.028	0.586	-1.551	-0.017	1.440
factor(worker_id)11:factor(category_id)8	100	0	0.009	0.603	-1.459	-0.029	1.667
factor(worker_id)12:factor(category_id)8	100	0	-0.044	0.644	-1.967	-0.076	1.589
factor(worker_id)13:factor(category_id)8	100	0	0.069	0.588	-1.434	0.122	1.427
factor(worker_id)14:factor(category_id)8	100	0	0.067	0.576	-1.544	0.089	1.360
factor(worker_id)15:factor(category_id)8	100	0	0.025	0.603	-1.134	0.017	1.524
factor(worker_id)16:factor(category_id)8	100	0	0.015	0.627	-2.208	0.063	1.496
factor(worker_id)17:factor(category_id)8	100	0	0.058	0.608	-1.123	0.096	1.576
factor(worker_id)18:factor(category_id)8	100	0	0.027	0.649	-1.682	-0.003	1.807
factor(worker_id)19:factor(category_id)8	100	0	0.051	0.610	-1.298	0.051	1.744
factor(worker_id)20:factor(category_id)8	100	0	0.038	0.620	-1.907	0.099	1.673
factor(worker_id)2:factor(category_id)9	100	0	0.006	0.631	-1.517	0.009	1.933
factor(worker_id)3:factor(category_id)9	100	0	-0.005	0.575	-2.057	0.022	1.160
factor(worker_id)4:factor(category_id)9	100	0	-0.005	0.626	-1.552	-0.035	2.316
factor(worker_id)5:factor(category_id)9	100	0	-0.046	0.601	-1.385	-0.035	1.349
factor(worker_id)6:factor(category_id)9	100	0	-0.053	0.655	-1.677	-0.057	1.777
factor(worker_id)7:factor(category_id)9	100	0	0.079	0.631	-1.591	0.060	1.684
factor(worker_id)8:factor(category_id)9	100	0	0.004	0.734	-1.597	0.092	1.749
factor(worker_id)9:factor(category_id)9	100	0	-0.056	0.567	-1.465	-0.048	1.379
factor(worker_id)10:factor(category_id)9	100	0	-0.031	0.497	-1.125	-0.044	1.342
factor(worker_id)11:factor(category_id)9	100	0	0.038	0.657	-1.434	0.054	1.746
factor(worker_id)12:factor(category_id)9	100	0	0.013	0.590	-1.360	-0.042	1.304
factor(worker_id)13:factor(category_id)9	100	0	0.040	0.560	-1.432	0.037	1.419
factor(worker_id)14:factor(category_id)9	100	0	0.034	0.612	-1.435	0.054	2.095
factor(worker_id)15:factor(category_id)9	100	0	0.083	0.623	-1.314	0.100	1.890
factor(worker_id)16:factor(category_id)9	100	0	-0.004	0.654	-2.347	0.083	1.425
factor(worker_id)17:factor(category_id)9	100	0	-0.003	0.592	-1.558	-0.010	1.809
factor(worker_id)18:factor(category_id)9	100	0	0.041	0.629	-1.781	0.092	1.789
factor(worker_id)19:factor(category_id)9	100	0	0.038	0.617	-1.421	0.025	1.546
factor(worker_id)20:factor(category_id)9	100	0	0.008	0.601	-1.713	0.009	1.522
factor(worker_id)2:factor(category_id)10	100	0	0.058	0.582	-1.223	0.076	2.057
factor(worker_id)3:factor(category_id)10	100	0	0.095	0.541	-1.345	0.072	1.132
factor(worker_id)4:factor(category_id)10	100	0	0.060	0.613	-1.279	0.129	1.620
factor(worker_id)5:factor(category_id)10	100	0	-0.031	0.588	-1.783	-0.081	1.370
factor(worker_id)6:factor(category_id)10	100	0	0.038	0.660	-1.843	0.066	1.118
factor(worker_id)7:factor(category_id)10	100	0	0.031	0.632	-1.755	0.043	2.018
factor(worker_id)8:factor(category_id)10	100	0	0.062	0.668	-1.632	0.092	2.096
factor(worker_id)9:factor(category_id)10	100	0	0.022	0.588	-1.197	-0.051	1.514
factor(worker_id)10:factor(category_id)10	100	0	-0.005	0.561	-1.629	-0.013	1.414
factor(worker_id)11:factor(category_id)10	100	0	0.075	0.662	-1.535	0.060	1.990
factor(worker_id)12:factor(category_id)10	100	0	-0.017	0.591	-1.639	0.003	1.286
factor(worker_id)13:factor(category_id)10	100	0	0.074	0.552	-1.029	-0.047	1.727
factor(worker_id)14:factor(category_id)10	100	0	0.082	0.591	-0.914	0.032	2.178
factor(worker_id)15:factor(category_id)10	100	0	-0.004	0.713	-1.426	-0.022	1.767
factor(worker_id)16:factor(category_id)10	100	0	-0.023	0.582	-1.688	0.027	1.319
factor(worker_id)17:factor(category_id)10	100	0	-0.008	0.572	-1.321	-0.054	1.343
factor(worker_id)18:factor(category_id)10	100	0	0.092	0.644	-1.266	0.081	1.846
factor(worker_id)19:factor(category_id)10	100	0	0.082	0.662	-1.930	-0.001	1.537
factor(worker_id)20:factor(category_id)10	100	0	0.087	0.638	-1.663	0.115	1.460

Power

coefficient	rejection_probability
(Intercept)	1
factor(worker_id)2	1
factor(worker_id)3	1
factor(worker_id)4	1
factor(worker_id)5	1
factor(worker_id)6	1
factor(worker_id)7	1
factor(worker_id)8	1
factor(worker_id)9	1
factor(worker_id)10	1
factor(worker_id)11	1
factor(worker_id)12	1
factor(worker_id)13	1
factor(worker_id)14	1
factor(worker_id)15	1
factor(worker_id)16	1
factor(worker_id)17	1
factor(worker_id)18	1
factor(worker_id)19	1
factor(worker_id)20	1
factor(category_id)2	1
factor(category_id)3	1
factor(category_id)4	1
factor(category_id)5	1
factor(category_id)6	1
factor(category_id)7	1
factor(category_id)8	1
factor(category_id)9	1
factor(category_id)10	1
factor(worker_id)2:factor(category_id)2	0.06
factor(worker_id)3:factor(category_id)2	0.36
factor(worker_id)4:factor(category_id)2	0.61
factor(worker_id)5:factor(category_id)2	0.86
factor(worker_id)6:factor(category_id)2	0.99
factor(worker_id)7:factor(category_id)2	1
factor(worker_id)8:factor(category_id)2	1
factor(worker_id)9:factor(category_id)2	1
factor(worker_id)10:factor(category_id)2	1
factor(worker_id)11:factor(category_id)2	1
factor(worker_id)12:factor(category_id)2	1
factor(worker_id)13:factor(category_id)2	1
factor(worker_id)14:factor(category_id)2	1
factor(worker_id)15:factor(category_id)2	1
factor(worker_id)16:factor(category_id)2	1
factor(worker_id)17:factor(category_id)2	1
factor(worker_id)18:factor(category_id)2	1
factor(worker_id)19:factor(category_id)2	1
factor(worker_id)20:factor(category_id)2	1
factor(worker_id)2:factor(category_id)3	0.23
factor(worker_id)3:factor(category_id)3	0.86
factor(worker_id)4:factor(category_id)3	0.99
factor(worker_id)5:factor(category_id)3	1
factor(worker_id)6:factor(category_id)3	1
factor(worker_id)7:factor(category_id)3	1
factor(worker_id)8:factor(category_id)3	1
factor(worker_id)9:factor(category_id)3	1
factor(worker_id)10:factor(category_id)3	1
factor(worker_id)11:factor(category_id)3	1
factor(worker_id)12:factor(category_id)3	1
factor(worker_id)13:factor(category_id)3	1
factor(worker_id)14:factor(category_id)3	1
factor(worker_id)15:factor(category_id)3	1
factor(worker_id)16:factor(category_id)3	1
factor(worker_id)17:factor(category_id)3	1
factor(worker_id)18:factor(category_id)3	1
factor(worker_id)19:factor(category_id)3	1
factor(worker_id)20:factor(category_id)3	1
factor(worker_id)2:factor(category_id)4	0.52
factor(worker_id)3:factor(category_id)4	0.99
factor(worker_id)4:factor(category_id)4	1
factor(worker_id)5:factor(category_id)4	1
factor(worker_id)6:factor(category_id)4	1
factor(worker_id)7:factor(category_id)4	1
factor(worker_id)8:factor(category_id)4	1
factor(worker_id)9:factor(category_id)4	1
factor(worker_id)10:factor(category_id)4	1
factor(worker_id)11:factor(category_id)4	1
factor(worker_id)12:factor(category_id)4	1
factor(worker_id)13:factor(category_id)4	1
factor(worker_id)14:factor(category_id)4	1
factor(worker_id)15:factor(category_id)4	1
factor(worker_id)16:factor(category_id)4	1
factor(worker_id)17:factor(category_id)4	1
factor(worker_id)18:factor(category_id)4	1
factor(worker_id)19:factor(category_id)4	1
factor(worker_id)20:factor(category_id)4	1
factor(worker_id)2:factor(category_id)5	0.9
factor(worker_id)3:factor(category_id)5	1
factor(worker_id)4:factor(category_id)5	1
factor(worker_id)5:factor(category_id)5	1
factor(worker_id)6:factor(category_id)5	1
factor(worker_id)7:factor(category_id)5	1
factor(worker_id)8:factor(category_id)5	1
factor(worker_id)9:factor(category_id)5	1
factor(worker_id)10:factor(category_id)5	1
factor(worker_id)11:factor(category_id)5	1
factor(worker_id)12:factor(category_id)5	1
factor(worker_id)13:factor(category_id)5	1
factor(worker_id)14:factor(category_id)5	1
factor(worker_id)15:factor(category_id)5	1
factor(worker_id)16:factor(category_id)5	1
factor(worker_id)17:factor(category_id)5	1
factor(worker_id)18:factor(category_id)5	1
factor(worker_id)19:factor(category_id)5	1
factor(worker_id)20:factor(category_id)5	1
factor(worker_id)2:factor(category_id)6	0.96
factor(worker_id)3:factor(category_id)6	1
factor(worker_id)4:factor(category_id)6	1
factor(worker_id)5:factor(category_id)6	1
factor(worker_id)6:factor(category_id)6	1
factor(worker_id)7:factor(category_id)6	1
factor(worker_id)8:factor(category_id)6	1
factor(worker_id)9:factor(category_id)6	1
factor(worker_id)10:factor(category_id)6	1
factor(worker_id)11:factor(category_id)6	1
factor(worker_id)12:factor(category_id)6	1
factor(worker_id)13:factor(category_id)6	1
factor(worker_id)14:factor(category_id)6	1
factor(worker_id)15:factor(category_id)6	1
factor(worker_id)16:factor(category_id)6	1
factor(worker_id)17:factor(category_id)6	1
factor(worker_id)18:factor(category_id)6	1
factor(worker_id)19:factor(category_id)6	1
factor(worker_id)20:factor(category_id)6	1
factor(worker_id)2:factor(category_id)7	1
factor(worker_id)3:factor(category_id)7	1
factor(worker_id)4:factor(category_id)7	1
factor(worker_id)5:factor(category_id)7	1
factor(worker_id)6:factor(category_id)7	1
factor(worker_id)7:factor(category_id)7	1
factor(worker_id)8:factor(category_id)7	1
factor(worker_id)9:factor(category_id)7	1
factor(worker_id)10:factor(category_id)7	1
factor(worker_id)11:factor(category_id)7	1
factor(worker_id)12:factor(category_id)7	1
factor(worker_id)13:factor(category_id)7	1
factor(worker_id)14:factor(category_id)7	1
factor(worker_id)15:factor(category_id)7	1
factor(worker_id)16:factor(category_id)7	1
factor(worker_id)17:factor(category_id)7	1
factor(worker_id)18:factor(category_id)7	1
factor(worker_id)19:factor(category_id)7	1
factor(worker_id)20:factor(category_id)7	1
factor(worker_id)2:factor(category_id)8	1
factor(worker_id)3:factor(category_id)8	1
factor(worker_id)4:factor(category_id)8	1
factor(worker_id)5:factor(category_id)8	1
factor(worker_id)6:factor(category_id)8	1
factor(worker_id)7:factor(category_id)8	1
factor(worker_id)8:factor(category_id)8	1
factor(worker_id)9:factor(category_id)8	1
factor(worker_id)10:factor(category_id)8	1
factor(worker_id)11:factor(category_id)8	1
factor(worker_id)12:factor(category_id)8	1
factor(worker_id)13:factor(category_id)8	1
factor(worker_id)14:factor(category_id)8	1
factor(worker_id)15:factor(category_id)8	1
factor(worker_id)16:factor(category_id)8	1
factor(worker_id)17:factor(category_id)8	1
factor(worker_id)18:factor(category_id)8	1
factor(worker_id)19:factor(category_id)8	1
factor(worker_id)20:factor(category_id)8	1
factor(worker_id)2:factor(category_id)9	1
factor(worker_id)3:factor(category_id)9	1
factor(worker_id)4:factor(category_id)9	1
factor(worker_id)5:factor(category_id)9	1
factor(worker_id)6:factor(category_id)9	1
factor(worker_id)7:factor(category_id)9	1
factor(worker_id)8:factor(category_id)9	1
factor(worker_id)9:factor(category_id)9	1
factor(worker_id)10:factor(category_id)9	1
factor(worker_id)11:factor(category_id)9	1
factor(worker_id)12:factor(category_id)9	1
factor(worker_id)13:factor(category_id)9	1
factor(worker_id)14:factor(category_id)9	1
factor(worker_id)15:factor(category_id)9	1
factor(worker_id)16:factor(category_id)9	1
factor(worker_id)17:factor(category_id)9	1
factor(worker_id)18:factor(category_id)9	1
factor(worker_id)19:factor(category_id)9	1
factor(worker_id)20:factor(category_id)9	1
factor(worker_id)2:factor(category_id)10	1
factor(worker_id)3:factor(category_id)10	1
factor(worker_id)4:factor(category_id)10	1
factor(worker_id)5:factor(category_id)10	1
factor(worker_id)6:factor(category_id)10	1
factor(worker_id)7:factor(category_id)10	1
factor(worker_id)8:factor(category_id)10	1
factor(worker_id)9:factor(category_id)10	1
factor(worker_id)10:factor(category_id)10	1
factor(worker_id)11:factor(category_id)10	1
factor(worker_id)12:factor(category_id)10	1
factor(worker_id)13:factor(category_id)10	1
factor(worker_id)14:factor(category_id)10	1
factor(worker_id)15:factor(category_id)10	1
factor(worker_id)16:factor(category_id)10	1
factor(worker_id)17:factor(category_id)10	1
factor(worker_id)18:factor(category_id)10	1
factor(worker_id)19:factor(category_id)10	1
factor(worker_id)20:factor(category_id)10	1

Significant match effect number = 166 out of 171

num_process = 30, num_simulation = 100

Bias

	Unique	Missing Pct.	Mean	SD	Min	Median	Max
(Intercept)	100	0	-0.018	0.293	-1.017	0.009	0.747
factor(worker_id)2	100	0	0.066	0.471	-1.303	0.091	1.219
factor(worker_id)3	100	0	0.019	0.433	-0.938	-0.061	1.347
factor(worker_id)4	100	0	0.024	0.414	-0.915	0.031	1.074
factor(worker_id)5	100	0	0.077	0.439	-1.179	0.096	1.419
factor(worker_id)6	100	0	0.021	0.465	-1.291	0.040	1.514
factor(worker_id)7	100	0	-0.014	0.427	-1.050	-0.016	1.197
factor(worker_id)8	100	0	0.024	0.448	-1.114	0.029	1.170
factor(worker_id)9	100	0	0.022	0.418	-1.003	0.022	0.938
factor(worker_id)10	100	0	0.061	0.413	-0.844	-0.001	1.318
factor(worker_id)11	100	0	-0.029	0.417	-1.072	-0.042	1.012
factor(worker_id)12	100	0	0.035	0.434	-0.861	0.001	1.265
factor(worker_id)13	100	0	-0.011	0.400	-1.058	0.002	0.872
factor(worker_id)14	100	0	0.001	0.416	-1.134	0.026	1.201
factor(worker_id)15	100	0	-0.012	0.443	-1.385	-0.009	1.003
factor(worker_id)16	100	0	0.049	0.446	-0.798	-0.016	1.594
factor(worker_id)17	100	0	0.011	0.437	-0.945	0.012	1.395
factor(worker_id)18	100	0	0.019	0.455	-0.855	0.011	1.017
factor(worker_id)19	100	0	-0.015	0.423	-0.725	-0.054	1.131
factor(worker_id)20	100	0	0.009	0.426	-1.002	0.009	1.429
factor(category_id)2	100	0	0.021	0.463	-0.911	-0.002	1.446
factor(category_id)3	100	0	0.009	0.428	-0.929	-0.012	1.431
factor(category_id)4	100	0	-0.004	0.471	-1.204	-0.051	1.145
factor(category_id)5	100	0	-0.039	0.448	-1.449	-0.063	1.084
factor(category_id)6	100	0	0.043	0.460	-0.920	0.031	1.151
factor(category_id)7	100	0	-0.004	0.466	-1.614	0.018	1.581
factor(category_id)8	100	0	0.004	0.424	-0.965	0.010	1.219
factor(category_id)9	100	0	-0.004	0.408	-0.913	0.027	0.964
factor(category_id)10	100	0	-0.033	0.424	-1.143	-0.005	1.136
factor(worker_id)2:factor(category_id)2	100	0	-0.069	0.698	-1.805	-0.067	1.602
factor(worker_id)3:factor(category_id)2	100	0	-0.098	0.638	-2.016	-0.068	1.102
factor(worker_id)4:factor(category_id)2	100	0	0.048	0.687	-1.875	0.136	1.452
factor(worker_id)5:factor(category_id)2	100	0	-0.096	0.662	-2.278	-0.033	1.462
factor(worker_id)6:factor(category_id)2	100	0	-0.043	0.746	-2.130	-0.074	1.746
factor(worker_id)7:factor(category_id)2	100	0	-0.057	0.594	-1.666	-0.137	1.695
factor(worker_id)8:factor(category_id)2	100	0	0.001	0.625	-1.898	0.038	1.988
factor(worker_id)9:factor(category_id)2	100	0	0.000	0.592	-1.533	0.011	1.176
factor(worker_id)10:factor(category_id)2	100	0	-0.132	0.633	-1.894	-0.123	1.103
factor(worker_id)11:factor(category_id)2	100	0	0.038	0.641	-1.601	-0.035	1.535
factor(worker_id)12:factor(category_id)2	100	0	-0.075	0.655	-2.074	-0.111	1.243
factor(worker_id)13:factor(category_id)2	100	0	0.012	0.641	-1.650	0.042	1.619
factor(worker_id)14:factor(category_id)2	100	0	0.007	0.651	-1.531	0.044	1.656
factor(worker_id)15:factor(category_id)2	100	0	-0.053	0.693	-1.584	-0.087	1.675
factor(worker_id)16:factor(category_id)2	100	0	-0.083	0.634	-2.146	-0.071	1.435
factor(worker_id)17:factor(category_id)2	100	0	0.015	0.651	-1.752	0.074	1.915
factor(worker_id)18:factor(category_id)2	100	0	-0.008	0.651	-1.653	-0.020	1.868
factor(worker_id)19:factor(category_id)2	100	0	0.012	0.604	-1.459	0.079	1.299
factor(worker_id)20:factor(category_id)2	100	0	-0.001	0.658	-1.666	-0.006	1.432
factor(worker_id)2:factor(category_id)3	100	0	-0.050	0.643	-1.500	0.013	1.593
factor(worker_id)3:factor(category_id)3	100	0	-0.059	0.675	-1.829	-0.062	1.785
factor(worker_id)4:factor(category_id)3	100	0	-0.054	0.590	-1.250	-0.104	1.433
factor(worker_id)5:factor(category_id)3	100	0	-0.139	0.593	-2.005	-0.119	1.367
factor(worker_id)6:factor(category_id)3	100	0	-0.041	0.616	-1.879	0.038	1.538
factor(worker_id)7:factor(category_id)3	100	0	0.030	0.646	-1.477	0.054	1.505
factor(worker_id)8:factor(category_id)3	100	0	-0.078	0.631	-1.875	-0.077	1.336
factor(worker_id)9:factor(category_id)3	100	0	0.038	0.583	-1.606	0.042	1.448
factor(worker_id)10:factor(category_id)3	100	0	-0.044	0.636	-2.135	0.044	1.096
factor(worker_id)11:factor(category_id)3	100	0	0.076	0.585	-1.098	0.125	1.493
factor(worker_id)12:factor(category_id)3	100	0	-0.037	0.638	-1.645	-0.022	1.449
factor(worker_id)13:factor(category_id)3	100	0	-0.003	0.598	-1.516	0.051	1.303
factor(worker_id)14:factor(category_id)3	100	0	0.037	0.588	-1.514	0.038	1.337
factor(worker_id)15:factor(category_id)3	100	0	0.000	0.642	-1.641	0.070	1.913
factor(worker_id)16:factor(category_id)3	100	0	-0.050	0.591	-1.477	-0.030	1.635
factor(worker_id)17:factor(category_id)3	100	0	0.011	0.640	-1.837	0.079	1.726
factor(worker_id)18:factor(category_id)3	100	0	0.026	0.586	-1.520	0.030	1.448
factor(worker_id)19:factor(category_id)3	100	0	0.051	0.557	-1.342	0.032	1.319
factor(worker_id)20:factor(category_id)3	100	0	-0.050	0.607	-2.135	-0.066	1.482
factor(worker_id)2:factor(category_id)4	100	0	0.011	0.617	-1.358	0.006	1.663
factor(worker_id)3:factor(category_id)4	100	0	-0.072	0.665	-1.905	-0.080	1.766
factor(worker_id)4:factor(category_id)4	100	0	-0.007	0.651	-1.242	0.007	1.492
factor(worker_id)5:factor(category_id)4	100	0	-0.088	0.702	-1.689	-0.115	1.665
factor(worker_id)6:factor(category_id)4	100	0	0.011	0.690	-1.692	0.006	1.696
factor(worker_id)7:factor(category_id)4	100	0	0.016	0.585	-1.532	0.034	1.335
factor(worker_id)8:factor(category_id)4	100	0	0.010	0.661	-1.593	-0.061	1.359
factor(worker_id)9:factor(category_id)4	100	0	-0.043	0.643	-1.588	0.010	1.675
factor(worker_id)10:factor(category_id)4	100	0	-0.076	0.634	-1.872	-0.132	1.428
factor(worker_id)11:factor(category_id)4	100	0	0.090	0.683	-1.416	0.050	1.999
factor(worker_id)12:factor(category_id)4	100	0	-0.019	0.621	-1.519	-0.022	1.636
factor(worker_id)13:factor(category_id)4	100	0	-0.002	0.636	-1.111	-0.056	1.859
factor(worker_id)14:factor(category_id)4	100	0	0.047	0.691	-1.436	0.087	1.341
factor(worker_id)15:factor(category_id)4	100	0	0.042	0.630	-1.306	0.034	1.929
factor(worker_id)16:factor(category_id)4	100	0	-0.022	0.637	-1.539	-0.083	1.397
factor(worker_id)17:factor(category_id)4	100	0	0.037	0.662	-1.746	0.109	1.941
factor(worker_id)18:factor(category_id)4	100	0	0.022	0.642	-1.354	-0.002	1.644
factor(worker_id)19:factor(category_id)4	100	0	0.095	0.637	-1.601	0.139	1.618
factor(worker_id)20:factor(category_id)4	100	0	0.002	0.647	-1.800	0.048	1.346
factor(worker_id)2:factor(category_id)5	100	0	-0.015	0.700	-1.554	0.098	1.953
factor(worker_id)3:factor(category_id)5	100	0	0.041	0.646	-1.381	0.051	1.655
factor(worker_id)4:factor(category_id)5	100	0	0.035	0.617	-1.324	0.057	1.513
factor(worker_id)5:factor(category_id)5	100	0	-0.012	0.640	-1.375	-0.036	2.241
factor(worker_id)6:factor(category_id)5	100	0	-0.001	0.634	-1.591	-0.099	1.819
factor(worker_id)7:factor(category_id)5	100	0	0.099	0.598	-1.437	0.076	1.520
factor(worker_id)8:factor(category_id)5	100	0	-0.002	0.625	-1.558	0.059	1.392
factor(worker_id)9:factor(category_id)5	100	0	0.068	0.625	-1.265	0.072	1.876
factor(worker_id)10:factor(category_id)5	100	0	-0.027	0.598	-1.836	-0.017	1.881
factor(worker_id)11:factor(category_id)5	100	0	0.111	0.658	-1.327	0.152	1.874
factor(worker_id)12:factor(category_id)5	100	0	0.020	0.598	-1.330	-0.070	1.504
factor(worker_id)13:factor(category_id)5	100	0	0.016	0.696	-1.605	0.018	1.973
factor(worker_id)14:factor(category_id)5	100	0	0.013	0.576	-1.342	0.054	1.524
factor(worker_id)15:factor(category_id)5	100	0	0.130	0.579	-1.399	0.088	1.527
factor(worker_id)16:factor(category_id)5	100	0	0.025	0.625	-1.602	0.021	1.730
factor(worker_id)17:factor(category_id)5	100	0	0.005	0.687	-1.483	-0.014	1.566
factor(worker_id)18:factor(category_id)5	100	0	0.020	0.671	-1.369	0.066	1.487
factor(worker_id)19:factor(category_id)5	100	0	0.082	0.623	-1.640	0.090	1.553
factor(worker_id)20:factor(category_id)5	100	0	0.005	0.624	-1.375	-0.006	1.545
factor(worker_id)2:factor(category_id)6	100	0	-0.070	0.681	-2.024	-0.001	1.477
factor(worker_id)3:factor(category_id)6	100	0	-0.047	0.625	-1.531	-0.091	1.667
factor(worker_id)4:factor(category_id)6	100	0	-0.024	0.649	-1.335	0.043	1.599
factor(worker_id)5:factor(category_id)6	100	0	-0.120	0.587	-1.693	-0.112	1.547
factor(worker_id)6:factor(category_id)6	100	0	0.063	0.642	-1.674	-0.053	1.668
factor(worker_id)7:factor(category_id)6	100	0	0.019	0.688	-1.584	0.048	1.947
factor(worker_id)8:factor(category_id)6	100	0	-0.039	0.639	-1.201	-0.066	1.985
factor(worker_id)9:factor(category_id)6	100	0	-0.096	0.700	-1.725	-0.182	1.729
factor(worker_id)10:factor(category_id)6	100	0	-0.104	0.595	-1.637	-0.024	1.434
factor(worker_id)11:factor(category_id)6	100	0	0.009	0.684	-1.491	0.024	1.662
factor(worker_id)12:factor(category_id)6	100	0	-0.013	0.579	-1.414	0.026	1.351
factor(worker_id)13:factor(category_id)6	100	0	0.053	0.628	-1.906	0.101	1.939
factor(worker_id)14:factor(category_id)6	100	0	-0.053	0.638	-1.402	-0.116	1.565
factor(worker_id)15:factor(category_id)6	100	0	-0.006	0.656	-1.544	0.001	1.991
factor(worker_id)16:factor(category_id)6	100	0	-0.083	0.619	-1.465	-0.057	1.838
factor(worker_id)17:factor(category_id)6	100	0	-0.012	0.703	-1.762	0.007	1.960
factor(worker_id)18:factor(category_id)6	100	0	-0.043	0.603	-1.399	-0.053	1.665
factor(worker_id)19:factor(category_id)6	100	0	-0.013	0.645	-2.232	-0.008	1.398
factor(worker_id)20:factor(category_id)6	100	0	-0.067	0.544	-1.504	-0.103	1.250
factor(worker_id)2:factor(category_id)7	100	0	-0.052	0.683	-1.287	-0.054	2.462
factor(worker_id)3:factor(category_id)7	100	0	-0.004	0.682	-1.369	0.012	1.805
factor(worker_id)4:factor(category_id)7	100	0	0.027	0.625	-1.435	0.111	1.333
factor(worker_id)5:factor(category_id)7	100	0	-0.056	0.666	-2.018	-0.015	1.521
factor(worker_id)6:factor(category_id)7	100	0	-0.033	0.674	-1.991	-0.022	2.404
factor(worker_id)7:factor(category_id)7	100	0	0.065	0.599	-1.371	0.079	1.739
factor(worker_id)8:factor(category_id)7	100	0	0.034	0.605	-1.260	-0.030	1.470
factor(worker_id)9:factor(category_id)7	100	0	0.008	0.564	-1.505	0.024	1.396
factor(worker_id)10:factor(category_id)7	100	0	-0.043	0.640	-2.225	-0.015	1.496
factor(worker_id)11:factor(category_id)7	100	0	0.080	0.670	-2.228	0.086	2.077
factor(worker_id)12:factor(category_id)7	100	0	-0.004	0.596	-1.347	0.040	1.184
factor(worker_id)13:factor(category_id)7	100	0	0.086	0.606	-1.222	0.062	1.666
factor(worker_id)14:factor(category_id)7	100	0	0.028	0.615	-1.657	0.100	1.378
factor(worker_id)15:factor(category_id)7	100	0	0.038	0.617	-1.561	-0.017	1.541
factor(worker_id)16:factor(category_id)7	100	0	-0.036	0.631	-2.256	0.060	1.209
factor(worker_id)17:factor(category_id)7	100	0	-0.005	0.705	-2.075	0.037	2.032
factor(worker_id)18:factor(category_id)7	100	0	-0.082	0.710	-1.847	-0.071	1.583
factor(worker_id)19:factor(category_id)7	100	0	0.066	0.644	-1.703	0.115	1.849
factor(worker_id)20:factor(category_id)7	100	0	-0.037	0.686	-2.487	-0.058	1.884
factor(worker_id)2:factor(category_id)8	100	0	-0.073	0.703	-1.546	-0.018	1.371
factor(worker_id)3:factor(category_id)8	100	0	-0.051	0.632	-1.625	-0.011	1.279
factor(worker_id)4:factor(category_id)8	100	0	-0.042	0.585	-1.926	-0.033	1.407
factor(worker_id)5:factor(category_id)8	100	0	-0.115	0.601	-2.030	-0.111	1.293
factor(worker_id)6:factor(category_id)8	100	0	-0.012	0.649	-1.556	-0.054	1.575
factor(worker_id)7:factor(category_id)8	100	0	0.017	0.573	-1.514	-0.039	1.579
factor(worker_id)8:factor(category_id)8	100	0	-0.055	0.663	-2.022	-0.059	1.606
factor(worker_id)9:factor(category_id)8	100	0	-0.024	0.613	-1.623	-0.025	1.796
factor(worker_id)10:factor(category_id)8	100	0	0.028	0.586	-1.551	-0.017	1.440
factor(worker_id)11:factor(category_id)8	100	0	0.009	0.603	-1.459	-0.029	1.667
factor(worker_id)12:factor(category_id)8	100	0	-0.044	0.644	-1.967	-0.076	1.589
factor(worker_id)13:factor(category_id)8	100	0	0.069	0.588	-1.434	0.122	1.427
factor(worker_id)14:factor(category_id)8	100	0	0.067	0.576	-1.544	0.089	1.360
factor(worker_id)15:factor(category_id)8	100	0	0.025	0.603	-1.134	0.017	1.524
factor(worker_id)16:factor(category_id)8	100	0	0.015	0.627	-2.208	0.063	1.496
factor(worker_id)17:factor(category_id)8	100	0	0.058	0.608	-1.123	0.096	1.576
factor(worker_id)18:factor(category_id)8	100	0	0.027	0.649	-1.682	-0.003	1.807
factor(worker_id)19:factor(category_id)8	100	0	0.051	0.610	-1.298	0.051	1.744
factor(worker_id)20:factor(category_id)8	100	0	0.038	0.620	-1.907	0.099	1.673
factor(worker_id)2:factor(category_id)9	100	0	0.006	0.631	-1.517	0.009	1.933
factor(worker_id)3:factor(category_id)9	100	0	-0.005	0.575	-2.057	0.022	1.160
factor(worker_id)4:factor(category_id)9	100	0	-0.005	0.626	-1.552	-0.035	2.316
factor(worker_id)5:factor(category_id)9	100	0	-0.046	0.601	-1.385	-0.035	1.349
factor(worker_id)6:factor(category_id)9	100	0	-0.053	0.655	-1.677	-0.057	1.777
factor(worker_id)7:factor(category_id)9	100	0	0.079	0.631	-1.591	0.060	1.684
factor(worker_id)8:factor(category_id)9	100	0	0.004	0.734	-1.597	0.092	1.749
factor(worker_id)9:factor(category_id)9	100	0	-0.056	0.567	-1.465	-0.048	1.379
factor(worker_id)10:factor(category_id)9	100	0	-0.031	0.497	-1.125	-0.044	1.342
factor(worker_id)11:factor(category_id)9	100	0	0.038	0.657	-1.434	0.054	1.746
factor(worker_id)12:factor(category_id)9	100	0	0.013	0.590	-1.360	-0.042	1.304
factor(worker_id)13:factor(category_id)9	100	0	0.040	0.560	-1.432	0.037	1.419
factor(worker_id)14:factor(category_id)9	100	0	0.034	0.612	-1.435	0.054	2.095
factor(worker_id)15:factor(category_id)9	100	0	0.083	0.623	-1.314	0.100	1.890
factor(worker_id)16:factor(category_id)9	100	0	-0.004	0.654	-2.347	0.083	1.425
factor(worker_id)17:factor(category_id)9	100	0	-0.003	0.592	-1.558	-0.010	1.809
factor(worker_id)18:factor(category_id)9	100	0	0.041	0.629	-1.781	0.092	1.789
factor(worker_id)19:factor(category_id)9	100	0	0.038	0.617	-1.421	0.025	1.546
factor(worker_id)20:factor(category_id)9	100	0	0.008	0.601	-1.713	0.009	1.522
factor(worker_id)2:factor(category_id)10	100	0	0.058	0.582	-1.223	0.076	2.057
factor(worker_id)3:factor(category_id)10	100	0	0.095	0.541	-1.345	0.072	1.132
factor(worker_id)4:factor(category_id)10	100	0	0.060	0.613	-1.279	0.129	1.620
factor(worker_id)5:factor(category_id)10	100	0	-0.031	0.588	-1.783	-0.081	1.370
factor(worker_id)6:factor(category_id)10	100	0	0.038	0.660	-1.843	0.066	1.118
factor(worker_id)7:factor(category_id)10	100	0	0.031	0.632	-1.755	0.043	2.018
factor(worker_id)8:factor(category_id)10	100	0	0.062	0.668	-1.632	0.092	2.096
factor(worker_id)9:factor(category_id)10	100	0	0.022	0.588	-1.197	-0.051	1.514
factor(worker_id)10:factor(category_id)10	100	0	-0.005	0.561	-1.629	-0.013	1.414
factor(worker_id)11:factor(category_id)10	100	0	0.075	0.662	-1.535	0.060	1.990
factor(worker_id)12:factor(category_id)10	100	0	-0.017	0.591	-1.639	0.003	1.286
factor(worker_id)13:factor(category_id)10	100	0	0.074	0.552	-1.029	-0.047	1.727
factor(worker_id)14:factor(category_id)10	100	0	0.082	0.591	-0.914	0.032	2.178
factor(worker_id)15:factor(category_id)10	100	0	-0.004	0.713	-1.426	-0.022	1.767
factor(worker_id)16:factor(category_id)10	100	0	-0.023	0.582	-1.688	0.027	1.319
factor(worker_id)17:factor(category_id)10	100	0	-0.008	0.572	-1.321	-0.054	1.343
factor(worker_id)18:factor(category_id)10	100	0	0.092	0.644	-1.266	0.081	1.846
factor(worker_id)19:factor(category_id)10	100	0	0.082	0.662	-1.930	-0.001	1.537
factor(worker_id)20:factor(category_id)10	100	0	0.087	0.638	-1.663	0.115	1.460

Power

coefficient	rejection_probability
(Intercept)	1
factor(worker_id)2	1
factor(worker_id)3	1
factor(worker_id)4	1
factor(worker_id)5	1
factor(worker_id)6	1
factor(worker_id)7	1
factor(worker_id)8	1
factor(worker_id)9	1
factor(worker_id)10	1
factor(worker_id)11	1
factor(worker_id)12	1
factor(worker_id)13	1
factor(worker_id)14	1
factor(worker_id)15	1
factor(worker_id)16	1
factor(worker_id)17	1
factor(worker_id)18	1
factor(worker_id)19	1
factor(worker_id)20	1
factor(category_id)2	1
factor(category_id)3	1
factor(category_id)4	1
factor(category_id)5	1
factor(category_id)6	1
factor(category_id)7	1
factor(category_id)8	1
factor(category_id)9	1
factor(category_id)10	1
factor(worker_id)2:factor(category_id)2	0.12
factor(worker_id)3:factor(category_id)2	0.51
factor(worker_id)4:factor(category_id)2	0.81
factor(worker_id)5:factor(category_id)2	0.94
factor(worker_id)6:factor(category_id)2	0.99
factor(worker_id)7:factor(category_id)2	1
factor(worker_id)8:factor(category_id)2	1
factor(worker_id)9:factor(category_id)2	1
factor(worker_id)10:factor(category_id)2	1
factor(worker_id)11:factor(category_id)2	1
factor(worker_id)12:factor(category_id)2	1
factor(worker_id)13:factor(category_id)2	1
factor(worker_id)14:factor(category_id)2	1
factor(worker_id)15:factor(category_id)2	1
factor(worker_id)16:factor(category_id)2	1
factor(worker_id)17:factor(category_id)2	1
factor(worker_id)18:factor(category_id)2	1
factor(worker_id)19:factor(category_id)2	1
factor(worker_id)20:factor(category_id)2	1
factor(worker_id)2:factor(category_id)3	0.5
factor(worker_id)3:factor(category_id)3	0.96
factor(worker_id)4:factor(category_id)3	1
factor(worker_id)5:factor(category_id)3	1
factor(worker_id)6:factor(category_id)3	1
factor(worker_id)7:factor(category_id)3	1
factor(worker_id)8:factor(category_id)3	1
factor(worker_id)9:factor(category_id)3	1
factor(worker_id)10:factor(category_id)3	1
factor(worker_id)11:factor(category_id)3	1
factor(worker_id)12:factor(category_id)3	1
factor(worker_id)13:factor(category_id)3	1
factor(worker_id)14:factor(category_id)3	1
factor(worker_id)15:factor(category_id)3	1
factor(worker_id)16:factor(category_id)3	1
factor(worker_id)17:factor(category_id)3	1
factor(worker_id)18:factor(category_id)3	1
factor(worker_id)19:factor(category_id)3	1
factor(worker_id)20:factor(category_id)3	1
factor(worker_id)2:factor(category_id)4	0.78
factor(worker_id)3:factor(category_id)4	1
factor(worker_id)4:factor(category_id)4	1
factor(worker_id)5:factor(category_id)4	1
factor(worker_id)6:factor(category_id)4	1
factor(worker_id)7:factor(category_id)4	1
factor(worker_id)8:factor(category_id)4	1
factor(worker_id)9:factor(category_id)4	1
factor(worker_id)10:factor(category_id)4	1
factor(worker_id)11:factor(category_id)4	1
factor(worker_id)12:factor(category_id)4	1
factor(worker_id)13:factor(category_id)4	1
factor(worker_id)14:factor(category_id)4	1
factor(worker_id)15:factor(category_id)4	1
factor(worker_id)16:factor(category_id)4	1
factor(worker_id)17:factor(category_id)4	1
factor(worker_id)18:factor(category_id)4	1
factor(worker_id)19:factor(category_id)4	1
factor(worker_id)20:factor(category_id)4	1
factor(worker_id)2:factor(category_id)5	0.92
factor(worker_id)3:factor(category_id)5	1
factor(worker_id)4:factor(category_id)5	1
factor(worker_id)5:factor(category_id)5	1
factor(worker_id)6:factor(category_id)5	1
factor(worker_id)7:factor(category_id)5	1
factor(worker_id)8:factor(category_id)5	1
factor(worker_id)9:factor(category_id)5	1
factor(worker_id)10:factor(category_id)5	1
factor(worker_id)11:factor(category_id)5	1
factor(worker_id)12:factor(category_id)5	1
factor(worker_id)13:factor(category_id)5	1
factor(worker_id)14:factor(category_id)5	1
factor(worker_id)15:factor(category_id)5	1
factor(worker_id)16:factor(category_id)5	1
factor(worker_id)17:factor(category_id)5	1
factor(worker_id)18:factor(category_id)5	1
factor(worker_id)19:factor(category_id)5	1
factor(worker_id)20:factor(category_id)5	1
factor(worker_id)2:factor(category_id)6	1
factor(worker_id)3:factor(category_id)6	1
factor(worker_id)4:factor(category_id)6	1
factor(worker_id)5:factor(category_id)6	1
factor(worker_id)6:factor(category_id)6	1
factor(worker_id)7:factor(category_id)6	1
factor(worker_id)8:factor(category_id)6	1
factor(worker_id)9:factor(category_id)6	1
factor(worker_id)10:factor(category_id)6	1
factor(worker_id)11:factor(category_id)6	1
factor(worker_id)12:factor(category_id)6	1
factor(worker_id)13:factor(category_id)6	1
factor(worker_id)14:factor(category_id)6	1
factor(worker_id)15:factor(category_id)6	1
factor(worker_id)16:factor(category_id)6	1
factor(worker_id)17:factor(category_id)6	1
factor(worker_id)18:factor(category_id)6	1
factor(worker_id)19:factor(category_id)6	1
factor(worker_id)20:factor(category_id)6	1
factor(worker_id)2:factor(category_id)7	1
factor(worker_id)3:factor(category_id)7	1
factor(worker_id)4:factor(category_id)7	1
factor(worker_id)5:factor(category_id)7	1
factor(worker_id)6:factor(category_id)7	1
factor(worker_id)7:factor(category_id)7	1
factor(worker_id)8:factor(category_id)7	1
factor(worker_id)9:factor(category_id)7	1
factor(worker_id)10:factor(category_id)7	1
factor(worker_id)11:factor(category_id)7	1
factor(worker_id)12:factor(category_id)7	1
factor(worker_id)13:factor(category_id)7	1
factor(worker_id)14:factor(category_id)7	1
factor(worker_id)15:factor(category_id)7	1
factor(worker_id)16:factor(category_id)7	1
factor(worker_id)17:factor(category_id)7	1
factor(worker_id)18:factor(category_id)7	1
factor(worker_id)19:factor(category_id)7	1
factor(worker_id)20:factor(category_id)7	1
factor(worker_id)2:factor(category_id)8	1
factor(worker_id)3:factor(category_id)8	1
factor(worker_id)4:factor(category_id)8	1
factor(worker_id)5:factor(category_id)8	1
factor(worker_id)6:factor(category_id)8	1
factor(worker_id)7:factor(category_id)8	1
factor(worker_id)8:factor(category_id)8	1
factor(worker_id)9:factor(category_id)8	1
factor(worker_id)10:factor(category_id)8	1
factor(worker_id)11:factor(category_id)8	1
factor(worker_id)12:factor(category_id)8	1
factor(worker_id)13:factor(category_id)8	1
factor(worker_id)14:factor(category_id)8	1
factor(worker_id)15:factor(category_id)8	1
factor(worker_id)16:factor(category_id)8	1
factor(worker_id)17:factor(category_id)8	1
factor(worker_id)18:factor(category_id)8	1
factor(worker_id)19:factor(category_id)8	1
factor(worker_id)20:factor(category_id)8	1
factor(worker_id)2:factor(category_id)9	1
factor(worker_id)3:factor(category_id)9	1
factor(worker_id)4:factor(category_id)9	1
factor(worker_id)5:factor(category_id)9	1
factor(worker_id)6:factor(category_id)9	1
factor(worker_id)7:factor(category_id)9	1
factor(worker_id)8:factor(category_id)9	1
factor(worker_id)9:factor(category_id)9	1
factor(worker_id)10:factor(category_id)9	1
factor(worker_id)11:factor(category_id)9	1
factor(worker_id)12:factor(category_id)9	1
factor(worker_id)13:factor(category_id)9	1
factor(worker_id)14:factor(category_id)9	1
factor(worker_id)15:factor(category_id)9	1
factor(worker_id)16:factor(category_id)9	1
factor(worker_id)17:factor(category_id)9	1
factor(worker_id)18:factor(category_id)9	1
factor(worker_id)19:factor(category_id)9	1
factor(worker_id)20:factor(category_id)9	1
factor(worker_id)2:factor(category_id)10	1
factor(worker_id)3:factor(category_id)10	1
factor(worker_id)4:factor(category_id)10	1
factor(worker_id)5:factor(category_id)10	1
factor(worker_id)6:factor(category_id)10	1
factor(worker_id)7:factor(category_id)10	1
factor(worker_id)8:factor(category_id)10	1
factor(worker_id)9:factor(category_id)10	1
factor(worker_id)10:factor(category_id)10	1
factor(worker_id)11:factor(category_id)10	1
factor(worker_id)12:factor(category_id)10	1
factor(worker_id)13:factor(category_id)10	1
factor(worker_id)14:factor(category_id)10	1
factor(worker_id)15:factor(category_id)10	1
factor(worker_id)16:factor(category_id)10	1
factor(worker_id)17:factor(category_id)10	1
factor(worker_id)18:factor(category_id)10	1
factor(worker_id)19:factor(category_id)10	1
factor(worker_id)20:factor(category_id)10	1

Significant match effect number = 167 out of 171

num_process = 40, num_simulation = 100

Bias

	Unique	Missing Pct.	Mean	SD	Min	Median	Max
(Intercept)	100	0	-0.018	0.293	-1.017	0.009	0.747
factor(worker_id)2	100	0	0.066	0.471	-1.303	0.091	1.219
factor(worker_id)3	100	0	0.019	0.433	-0.938	-0.061	1.347
factor(worker_id)4	100	0	0.024	0.414	-0.915	0.031	1.074
factor(worker_id)5	100	0	0.077	0.439	-1.179	0.096	1.419
factor(worker_id)6	100	0	0.021	0.465	-1.291	0.040	1.514
factor(worker_id)7	100	0	-0.014	0.427	-1.050	-0.016	1.197
factor(worker_id)8	100	0	0.024	0.448	-1.114	0.029	1.170
factor(worker_id)9	100	0	0.022	0.418	-1.003	0.022	0.938
factor(worker_id)10	100	0	0.061	0.413	-0.844	-0.001	1.318
factor(worker_id)11	100	0	-0.029	0.417	-1.072	-0.042	1.012
factor(worker_id)12	100	0	0.035	0.434	-0.861	0.001	1.265
factor(worker_id)13	100	0	-0.011	0.400	-1.058	0.002	0.872
factor(worker_id)14	100	0	0.001	0.416	-1.134	0.026	1.201
factor(worker_id)15	100	0	-0.012	0.443	-1.385	-0.009	1.003
factor(worker_id)16	100	0	0.049	0.446	-0.798	-0.016	1.594
factor(worker_id)17	100	0	0.011	0.437	-0.945	0.012	1.395
factor(worker_id)18	100	0	0.019	0.455	-0.855	0.011	1.017
factor(worker_id)19	100	0	-0.015	0.423	-0.725	-0.054	1.131
factor(worker_id)20	100	0	0.009	0.426	-1.002	0.009	1.429
factor(category_id)2	100	0	0.021	0.463	-0.911	-0.002	1.446
factor(category_id)3	100	0	0.009	0.428	-0.929	-0.012	1.431
factor(category_id)4	100	0	-0.004	0.471	-1.204	-0.051	1.145
factor(category_id)5	100	0	-0.039	0.448	-1.449	-0.063	1.084
factor(category_id)6	100	0	0.043	0.460	-0.920	0.031	1.151
factor(category_id)7	100	0	-0.004	0.466	-1.614	0.018	1.581
factor(category_id)8	100	0	0.004	0.424	-0.965	0.010	1.219
factor(category_id)9	100	0	-0.004	0.408	-0.913	0.027	0.964
factor(category_id)10	100	0	-0.033	0.424	-1.143	-0.005	1.136
factor(worker_id)2:factor(category_id)2	100	0	-0.069	0.698	-1.805	-0.067	1.602
factor(worker_id)3:factor(category_id)2	100	0	-0.098	0.638	-2.016	-0.068	1.102
factor(worker_id)4:factor(category_id)2	100	0	0.048	0.687	-1.875	0.136	1.452
factor(worker_id)5:factor(category_id)2	100	0	-0.096	0.662	-2.278	-0.033	1.462
factor(worker_id)6:factor(category_id)2	100	0	-0.043	0.746	-2.130	-0.074	1.746
factor(worker_id)7:factor(category_id)2	100	0	-0.057	0.594	-1.666	-0.137	1.695
factor(worker_id)8:factor(category_id)2	100	0	0.001	0.625	-1.898	0.038	1.988
factor(worker_id)9:factor(category_id)2	100	0	0.000	0.592	-1.533	0.011	1.176
factor(worker_id)10:factor(category_id)2	100	0	-0.132	0.633	-1.894	-0.123	1.103
factor(worker_id)11:factor(category_id)2	100	0	0.038	0.641	-1.601	-0.035	1.535
factor(worker_id)12:factor(category_id)2	100	0	-0.075	0.655	-2.074	-0.111	1.243
factor(worker_id)13:factor(category_id)2	100	0	0.012	0.641	-1.650	0.042	1.619
factor(worker_id)14:factor(category_id)2	100	0	0.007	0.651	-1.531	0.044	1.656
factor(worker_id)15:factor(category_id)2	100	0	-0.053	0.693	-1.584	-0.087	1.675
factor(worker_id)16:factor(category_id)2	100	0	-0.083	0.634	-2.146	-0.071	1.435
factor(worker_id)17:factor(category_id)2	100	0	0.015	0.651	-1.752	0.074	1.915
factor(worker_id)18:factor(category_id)2	100	0	-0.008	0.651	-1.653	-0.020	1.868
factor(worker_id)19:factor(category_id)2	100	0	0.012	0.604	-1.459	0.079	1.299
factor(worker_id)20:factor(category_id)2	100	0	-0.001	0.658	-1.666	-0.006	1.432
factor(worker_id)2:factor(category_id)3	100	0	-0.050	0.643	-1.500	0.013	1.593
factor(worker_id)3:factor(category_id)3	100	0	-0.059	0.675	-1.829	-0.062	1.785
factor(worker_id)4:factor(category_id)3	100	0	-0.054	0.590	-1.250	-0.104	1.433
factor(worker_id)5:factor(category_id)3	100	0	-0.139	0.593	-2.005	-0.119	1.367
factor(worker_id)6:factor(category_id)3	100	0	-0.041	0.616	-1.879	0.038	1.538
factor(worker_id)7:factor(category_id)3	100	0	0.030	0.646	-1.477	0.054	1.505
factor(worker_id)8:factor(category_id)3	100	0	-0.078	0.631	-1.875	-0.077	1.336
factor(worker_id)9:factor(category_id)3	100	0	0.038	0.583	-1.606	0.042	1.448
factor(worker_id)10:factor(category_id)3	100	0	-0.044	0.636	-2.135	0.044	1.096
factor(worker_id)11:factor(category_id)3	100	0	0.076	0.585	-1.098	0.125	1.493
factor(worker_id)12:factor(category_id)3	100	0	-0.037	0.638	-1.645	-0.022	1.449
factor(worker_id)13:factor(category_id)3	100	0	-0.003	0.598	-1.516	0.051	1.303
factor(worker_id)14:factor(category_id)3	100	0	0.037	0.588	-1.514	0.038	1.337
factor(worker_id)15:factor(category_id)3	100	0	0.000	0.642	-1.641	0.070	1.913
factor(worker_id)16:factor(category_id)3	100	0	-0.050	0.591	-1.477	-0.030	1.635
factor(worker_id)17:factor(category_id)3	100	0	0.011	0.640	-1.837	0.079	1.726
factor(worker_id)18:factor(category_id)3	100	0	0.026	0.586	-1.520	0.030	1.448
factor(worker_id)19:factor(category_id)3	100	0	0.051	0.557	-1.342	0.032	1.319
factor(worker_id)20:factor(category_id)3	100	0	-0.050	0.607	-2.135	-0.066	1.482
factor(worker_id)2:factor(category_id)4	100	0	0.011	0.617	-1.358	0.006	1.663
factor(worker_id)3:factor(category_id)4	100	0	-0.072	0.665	-1.905	-0.080	1.766
factor(worker_id)4:factor(category_id)4	100	0	-0.007	0.651	-1.242	0.007	1.492
factor(worker_id)5:factor(category_id)4	100	0	-0.088	0.702	-1.689	-0.115	1.665
factor(worker_id)6:factor(category_id)4	100	0	0.011	0.690	-1.692	0.006	1.696
factor(worker_id)7:factor(category_id)4	100	0	0.016	0.585	-1.532	0.034	1.335
factor(worker_id)8:factor(category_id)4	100	0	0.010	0.661	-1.593	-0.061	1.359
factor(worker_id)9:factor(category_id)4	100	0	-0.043	0.643	-1.588	0.010	1.675
factor(worker_id)10:factor(category_id)4	100	0	-0.076	0.634	-1.872	-0.132	1.428
factor(worker_id)11:factor(category_id)4	100	0	0.090	0.683	-1.416	0.050	1.999
factor(worker_id)12:factor(category_id)4	100	0	-0.019	0.621	-1.519	-0.022	1.636
factor(worker_id)13:factor(category_id)4	100	0	-0.002	0.636	-1.111	-0.056	1.859
factor(worker_id)14:factor(category_id)4	100	0	0.047	0.691	-1.436	0.087	1.341
factor(worker_id)15:factor(category_id)4	100	0	0.042	0.630	-1.306	0.034	1.929
factor(worker_id)16:factor(category_id)4	100	0	-0.022	0.637	-1.539	-0.083	1.397
factor(worker_id)17:factor(category_id)4	100	0	0.037	0.662	-1.746	0.109	1.941
factor(worker_id)18:factor(category_id)4	100	0	0.022	0.642	-1.354	-0.002	1.644
factor(worker_id)19:factor(category_id)4	100	0	0.095	0.637	-1.601	0.139	1.618
factor(worker_id)20:factor(category_id)4	100	0	0.002	0.647	-1.800	0.048	1.346
factor(worker_id)2:factor(category_id)5	100	0	-0.015	0.700	-1.554	0.098	1.953
factor(worker_id)3:factor(category_id)5	100	0	0.041	0.646	-1.381	0.051	1.655
factor(worker_id)4:factor(category_id)5	100	0	0.035	0.617	-1.324	0.057	1.513
factor(worker_id)5:factor(category_id)5	100	0	-0.012	0.640	-1.375	-0.036	2.241
factor(worker_id)6:factor(category_id)5	100	0	-0.001	0.634	-1.591	-0.099	1.819
factor(worker_id)7:factor(category_id)5	100	0	0.099	0.598	-1.437	0.076	1.520
factor(worker_id)8:factor(category_id)5	100	0	-0.002	0.625	-1.558	0.059	1.392
factor(worker_id)9:factor(category_id)5	100	0	0.068	0.625	-1.265	0.072	1.876
factor(worker_id)10:factor(category_id)5	100	0	-0.027	0.598	-1.836	-0.017	1.881
factor(worker_id)11:factor(category_id)5	100	0	0.111	0.658	-1.327	0.152	1.874
factor(worker_id)12:factor(category_id)5	100	0	0.020	0.598	-1.330	-0.070	1.504
factor(worker_id)13:factor(category_id)5	100	0	0.016	0.696	-1.605	0.018	1.973
factor(worker_id)14:factor(category_id)5	100	0	0.013	0.576	-1.342	0.054	1.524
factor(worker_id)15:factor(category_id)5	100	0	0.130	0.579	-1.399	0.088	1.527
factor(worker_id)16:factor(category_id)5	100	0	0.025	0.625	-1.602	0.021	1.730
factor(worker_id)17:factor(category_id)5	100	0	0.005	0.687	-1.483	-0.014	1.566
factor(worker_id)18:factor(category_id)5	100	0	0.020	0.671	-1.369	0.066	1.487
factor(worker_id)19:factor(category_id)5	100	0	0.082	0.623	-1.640	0.090	1.553
factor(worker_id)20:factor(category_id)5	100	0	0.005	0.624	-1.375	-0.006	1.545
factor(worker_id)2:factor(category_id)6	100	0	-0.070	0.681	-2.024	-0.001	1.477
factor(worker_id)3:factor(category_id)6	100	0	-0.047	0.625	-1.531	-0.091	1.667
factor(worker_id)4:factor(category_id)6	100	0	-0.024	0.649	-1.335	0.043	1.599
factor(worker_id)5:factor(category_id)6	100	0	-0.120	0.587	-1.693	-0.112	1.547
factor(worker_id)6:factor(category_id)6	100	0	0.063	0.642	-1.674	-0.053	1.668
factor(worker_id)7:factor(category_id)6	100	0	0.019	0.688	-1.584	0.048	1.947
factor(worker_id)8:factor(category_id)6	100	0	-0.039	0.639	-1.201	-0.066	1.985
factor(worker_id)9:factor(category_id)6	100	0	-0.096	0.700	-1.725	-0.182	1.729
factor(worker_id)10:factor(category_id)6	100	0	-0.104	0.595	-1.637	-0.024	1.434
factor(worker_id)11:factor(category_id)6	100	0	0.009	0.684	-1.491	0.024	1.662
factor(worker_id)12:factor(category_id)6	100	0	-0.013	0.579	-1.414	0.026	1.351
factor(worker_id)13:factor(category_id)6	100	0	0.053	0.628	-1.906	0.101	1.939
factor(worker_id)14:factor(category_id)6	100	0	-0.053	0.638	-1.402	-0.116	1.565
factor(worker_id)15:factor(category_id)6	100	0	-0.006	0.656	-1.544	0.001	1.991
factor(worker_id)16:factor(category_id)6	100	0	-0.083	0.619	-1.465	-0.057	1.838
factor(worker_id)17:factor(category_id)6	100	0	-0.012	0.703	-1.762	0.007	1.960
factor(worker_id)18:factor(category_id)6	100	0	-0.043	0.603	-1.399	-0.053	1.665
factor(worker_id)19:factor(category_id)6	100	0	-0.013	0.645	-2.232	-0.008	1.398
factor(worker_id)20:factor(category_id)6	100	0	-0.067	0.544	-1.504	-0.103	1.250
factor(worker_id)2:factor(category_id)7	100	0	-0.052	0.683	-1.287	-0.054	2.462
factor(worker_id)3:factor(category_id)7	100	0	-0.004	0.682	-1.369	0.012	1.805
factor(worker_id)4:factor(category_id)7	100	0	0.027	0.625	-1.435	0.111	1.333
factor(worker_id)5:factor(category_id)7	100	0	-0.056	0.666	-2.018	-0.015	1.521
factor(worker_id)6:factor(category_id)7	100	0	-0.033	0.674	-1.991	-0.022	2.404
factor(worker_id)7:factor(category_id)7	100	0	0.065	0.599	-1.371	0.079	1.739
factor(worker_id)8:factor(category_id)7	100	0	0.034	0.605	-1.260	-0.030	1.470
factor(worker_id)9:factor(category_id)7	100	0	0.008	0.564	-1.505	0.024	1.396
factor(worker_id)10:factor(category_id)7	100	0	-0.043	0.640	-2.225	-0.015	1.496
factor(worker_id)11:factor(category_id)7	100	0	0.080	0.670	-2.228	0.086	2.077
factor(worker_id)12:factor(category_id)7	100	0	-0.004	0.596	-1.347	0.040	1.184
factor(worker_id)13:factor(category_id)7	100	0	0.086	0.606	-1.222	0.062	1.666
factor(worker_id)14:factor(category_id)7	100	0	0.028	0.615	-1.657	0.100	1.378
factor(worker_id)15:factor(category_id)7	100	0	0.038	0.617	-1.561	-0.017	1.541
factor(worker_id)16:factor(category_id)7	100	0	-0.036	0.631	-2.256	0.060	1.209
factor(worker_id)17:factor(category_id)7	100	0	-0.005	0.705	-2.075	0.037	2.032
factor(worker_id)18:factor(category_id)7	100	0	-0.082	0.710	-1.847	-0.071	1.583
factor(worker_id)19:factor(category_id)7	100	0	0.066	0.644	-1.703	0.115	1.849
factor(worker_id)20:factor(category_id)7	100	0	-0.037	0.686	-2.487	-0.058	1.884
factor(worker_id)2:factor(category_id)8	100	0	-0.073	0.703	-1.546	-0.018	1.371
factor(worker_id)3:factor(category_id)8	100	0	-0.051	0.632	-1.625	-0.011	1.279
factor(worker_id)4:factor(category_id)8	100	0	-0.042	0.585	-1.926	-0.033	1.407
factor(worker_id)5:factor(category_id)8	100	0	-0.115	0.601	-2.030	-0.111	1.293
factor(worker_id)6:factor(category_id)8	100	0	-0.012	0.649	-1.556	-0.054	1.575
factor(worker_id)7:factor(category_id)8	100	0	0.017	0.573	-1.514	-0.039	1.579
factor(worker_id)8:factor(category_id)8	100	0	-0.055	0.663	-2.022	-0.059	1.606
factor(worker_id)9:factor(category_id)8	100	0	-0.024	0.613	-1.623	-0.025	1.796
factor(worker_id)10:factor(category_id)8	100	0	0.028	0.586	-1.551	-0.017	1.440
factor(worker_id)11:factor(category_id)8	100	0	0.009	0.603	-1.459	-0.029	1.667
factor(worker_id)12:factor(category_id)8	100	0	-0.044	0.644	-1.967	-0.076	1.589
factor(worker_id)13:factor(category_id)8	100	0	0.069	0.588	-1.434	0.122	1.427
factor(worker_id)14:factor(category_id)8	100	0	0.067	0.576	-1.544	0.089	1.360
factor(worker_id)15:factor(category_id)8	100	0	0.025	0.603	-1.134	0.017	1.524
factor(worker_id)16:factor(category_id)8	100	0	0.015	0.627	-2.208	0.063	1.496
factor(worker_id)17:factor(category_id)8	100	0	0.058	0.608	-1.123	0.096	1.576
factor(worker_id)18:factor(category_id)8	100	0	0.027	0.649	-1.682	-0.003	1.807
factor(worker_id)19:factor(category_id)8	100	0	0.051	0.610	-1.298	0.051	1.744
factor(worker_id)20:factor(category_id)8	100	0	0.038	0.620	-1.907	0.099	1.673
factor(worker_id)2:factor(category_id)9	100	0	0.006	0.631	-1.517	0.009	1.933
factor(worker_id)3:factor(category_id)9	100	0	-0.005	0.575	-2.057	0.022	1.160
factor(worker_id)4:factor(category_id)9	100	0	-0.005	0.626	-1.552	-0.035	2.316
factor(worker_id)5:factor(category_id)9	100	0	-0.046	0.601	-1.385	-0.035	1.349
factor(worker_id)6:factor(category_id)9	100	0	-0.053	0.655	-1.677	-0.057	1.777
factor(worker_id)7:factor(category_id)9	100	0	0.079	0.631	-1.591	0.060	1.684
factor(worker_id)8:factor(category_id)9	100	0	0.004	0.734	-1.597	0.092	1.749
factor(worker_id)9:factor(category_id)9	100	0	-0.056	0.567	-1.465	-0.048	1.379
factor(worker_id)10:factor(category_id)9	100	0	-0.031	0.497	-1.125	-0.044	1.342
factor(worker_id)11:factor(category_id)9	100	0	0.038	0.657	-1.434	0.054	1.746
factor(worker_id)12:factor(category_id)9	100	0	0.013	0.590	-1.360	-0.042	1.304
factor(worker_id)13:factor(category_id)9	100	0	0.040	0.560	-1.432	0.037	1.419
factor(worker_id)14:factor(category_id)9	100	0	0.034	0.612	-1.435	0.054	2.095
factor(worker_id)15:factor(category_id)9	100	0	0.083	0.623	-1.314	0.100	1.890
factor(worker_id)16:factor(category_id)9	100	0	-0.004	0.654	-2.347	0.083	1.425
factor(worker_id)17:factor(category_id)9	100	0	-0.003	0.592	-1.558	-0.010	1.809
factor(worker_id)18:factor(category_id)9	100	0	0.041	0.629	-1.781	0.092	1.789
factor(worker_id)19:factor(category_id)9	100	0	0.038	0.617	-1.421	0.025	1.546
factor(worker_id)20:factor(category_id)9	100	0	0.008	0.601	-1.713	0.009	1.522
factor(worker_id)2:factor(category_id)10	100	0	0.058	0.582	-1.223	0.076	2.057
factor(worker_id)3:factor(category_id)10	100	0	0.095	0.541	-1.345	0.072	1.132
factor(worker_id)4:factor(category_id)10	100	0	0.060	0.613	-1.279	0.129	1.620
factor(worker_id)5:factor(category_id)10	100	0	-0.031	0.588	-1.783	-0.081	1.370
factor(worker_id)6:factor(category_id)10	100	0	0.038	0.660	-1.843	0.066	1.118
factor(worker_id)7:factor(category_id)10	100	0	0.031	0.632	-1.755	0.043	2.018
factor(worker_id)8:factor(category_id)10	100	0	0.062	0.668	-1.632	0.092	2.096
factor(worker_id)9:factor(category_id)10	100	0	0.022	0.588	-1.197	-0.051	1.514
factor(worker_id)10:factor(category_id)10	100	0	-0.005	0.561	-1.629	-0.013	1.414
factor(worker_id)11:factor(category_id)10	100	0	0.075	0.662	-1.535	0.060	1.990
factor(worker_id)12:factor(category_id)10	100	0	-0.017	0.591	-1.639	0.003	1.286
factor(worker_id)13:factor(category_id)10	100	0	0.074	0.552	-1.029	-0.047	1.727
factor(worker_id)14:factor(category_id)10	100	0	0.082	0.591	-0.914	0.032	2.178
factor(worker_id)15:factor(category_id)10	100	0	-0.004	0.713	-1.426	-0.022	1.767
factor(worker_id)16:factor(category_id)10	100	0	-0.023	0.582	-1.688	0.027	1.319
factor(worker_id)17:factor(category_id)10	100	0	-0.008	0.572	-1.321	-0.054	1.343
factor(worker_id)18:factor(category_id)10	100	0	0.092	0.644	-1.266	0.081	1.846
factor(worker_id)19:factor(category_id)10	100	0	0.082	0.662	-1.930	-0.001	1.537
factor(worker_id)20:factor(category_id)10	100	0	0.087	0.638	-1.663	0.115	1.460

Power

coefficient	rejection_probability
(Intercept)	1
factor(worker_id)2	1
factor(worker_id)3	1
factor(worker_id)4	1
factor(worker_id)5	1
factor(worker_id)6	1
factor(worker_id)7	1
factor(worker_id)8	1
factor(worker_id)9	1
factor(worker_id)10	1
factor(worker_id)11	1
factor(worker_id)12	1
factor(worker_id)13	1
factor(worker_id)14	1
factor(worker_id)15	1
factor(worker_id)16	1
factor(worker_id)17	1
factor(worker_id)18	1
factor(worker_id)19	1
factor(worker_id)20	1
factor(category_id)2	1
factor(category_id)3	1
factor(category_id)4	1
factor(category_id)5	1
factor(category_id)6	1
factor(category_id)7	1
factor(category_id)8	1
factor(category_id)9	1
factor(category_id)10	1
factor(worker_id)2:factor(category_id)2	0.28
factor(worker_id)3:factor(category_id)2	0.61
factor(worker_id)4:factor(category_id)2	0.9
factor(worker_id)5:factor(category_id)2	0.96
factor(worker_id)6:factor(category_id)2	1
factor(worker_id)7:factor(category_id)2	1
factor(worker_id)8:factor(category_id)2	1
factor(worker_id)9:factor(category_id)2	1
factor(worker_id)10:factor(category_id)2	1
factor(worker_id)11:factor(category_id)2	1
factor(worker_id)12:factor(category_id)2	1
factor(worker_id)13:factor(category_id)2	1
factor(worker_id)14:factor(category_id)2	1
factor(worker_id)15:factor(category_id)2	1
factor(worker_id)16:factor(category_id)2	1
factor(worker_id)17:factor(category_id)2	1
factor(worker_id)18:factor(category_id)2	1
factor(worker_id)19:factor(category_id)2	1
factor(worker_id)20:factor(category_id)2	1
factor(worker_id)2:factor(category_id)3	0.58
factor(worker_id)3:factor(category_id)3	0.99
factor(worker_id)4:factor(category_id)3	1
factor(worker_id)5:factor(category_id)3	1
factor(worker_id)6:factor(category_id)3	1
factor(worker_id)7:factor(category_id)3	1
factor(worker_id)8:factor(category_id)3	1
factor(worker_id)9:factor(category_id)3	1
factor(worker_id)10:factor(category_id)3	1
factor(worker_id)11:factor(category_id)3	1
factor(worker_id)12:factor(category_id)3	1
factor(worker_id)13:factor(category_id)3	1
factor(worker_id)14:factor(category_id)3	1
factor(worker_id)15:factor(category_id)3	1
factor(worker_id)16:factor(category_id)3	1
factor(worker_id)17:factor(category_id)3	1
factor(worker_id)18:factor(category_id)3	1
factor(worker_id)19:factor(category_id)3	1
factor(worker_id)20:factor(category_id)3	1
factor(worker_id)2:factor(category_id)4	0.93
factor(worker_id)3:factor(category_id)4	1
factor(worker_id)4:factor(category_id)4	1
factor(worker_id)5:factor(category_id)4	1
factor(worker_id)6:factor(category_id)4	1
factor(worker_id)7:factor(category_id)4	1
factor(worker_id)8:factor(category_id)4	1
factor(worker_id)9:factor(category_id)4	1
factor(worker_id)10:factor(category_id)4	1
factor(worker_id)11:factor(category_id)4	1
factor(worker_id)12:factor(category_id)4	1
factor(worker_id)13:factor(category_id)4	1
factor(worker_id)14:factor(category_id)4	1
factor(worker_id)15:factor(category_id)4	1
factor(worker_id)16:factor(category_id)4	1
factor(worker_id)17:factor(category_id)4	1
factor(worker_id)18:factor(category_id)4	1
factor(worker_id)19:factor(category_id)4	1
factor(worker_id)20:factor(category_id)4	1
factor(worker_id)2:factor(category_id)5	1
factor(worker_id)3:factor(category_id)5	1
factor(worker_id)4:factor(category_id)5	1
factor(worker_id)5:factor(category_id)5	1
factor(worker_id)6:factor(category_id)5	1
factor(worker_id)7:factor(category_id)5	1
factor(worker_id)8:factor(category_id)5	1
factor(worker_id)9:factor(category_id)5	1
factor(worker_id)10:factor(category_id)5	1
factor(worker_id)11:factor(category_id)5	1
factor(worker_id)12:factor(category_id)5	1
factor(worker_id)13:factor(category_id)5	1
factor(worker_id)14:factor(category_id)5	1
factor(worker_id)15:factor(category_id)5	1
factor(worker_id)16:factor(category_id)5	1
factor(worker_id)17:factor(category_id)5	1
factor(worker_id)18:factor(category_id)5	1
factor(worker_id)19:factor(category_id)5	1
factor(worker_id)20:factor(category_id)5	1
factor(worker_id)2:factor(category_id)6	1
factor(worker_id)3:factor(category_id)6	1
factor(worker_id)4:factor(category_id)6	1
factor(worker_id)5:factor(category_id)6	1
factor(worker_id)6:factor(category_id)6	1
factor(worker_id)7:factor(category_id)6	1
factor(worker_id)8:factor(category_id)6	1
factor(worker_id)9:factor(category_id)6	1
factor(worker_id)10:factor(category_id)6	1
factor(worker_id)11:factor(category_id)6	1
factor(worker_id)12:factor(category_id)6	1
factor(worker_id)13:factor(category_id)6	1
factor(worker_id)14:factor(category_id)6	1
factor(worker_id)15:factor(category_id)6	1
factor(worker_id)16:factor(category_id)6	1
factor(worker_id)17:factor(category_id)6	1
factor(worker_id)18:factor(category_id)6	1
factor(worker_id)19:factor(category_id)6	1
factor(worker_id)20:factor(category_id)6	1
factor(worker_id)2:factor(category_id)7	1
factor(worker_id)3:factor(category_id)7	1
factor(worker_id)4:factor(category_id)7	1
factor(worker_id)5:factor(category_id)7	1
factor(worker_id)6:factor(category_id)7	1
factor(worker_id)7:factor(category_id)7	1
factor(worker_id)8:factor(category_id)7	1
factor(worker_id)9:factor(category_id)7	1
factor(worker_id)10:factor(category_id)7	1
factor(worker_id)11:factor(category_id)7	1
factor(worker_id)12:factor(category_id)7	1
factor(worker_id)13:factor(category_id)7	1
factor(worker_id)14:factor(category_id)7	1
factor(worker_id)15:factor(category_id)7	1
factor(worker_id)16:factor(category_id)7	1
factor(worker_id)17:factor(category_id)7	1
factor(worker_id)18:factor(category_id)7	1
factor(worker_id)19:factor(category_id)7	1
factor(worker_id)20:factor(category_id)7	1
factor(worker_id)2:factor(category_id)8	1
factor(worker_id)3:factor(category_id)8	1
factor(worker_id)4:factor(category_id)8	1
factor(worker_id)5:factor(category_id)8	1
factor(worker_id)6:factor(category_id)8	1
factor(worker_id)7:factor(category_id)8	1
factor(worker_id)8:factor(category_id)8	1
factor(worker_id)9:factor(category_id)8	1
factor(worker_id)10:factor(category_id)8	1
factor(worker_id)11:factor(category_id)8	1
factor(worker_id)12:factor(category_id)8	1
factor(worker_id)13:factor(category_id)8	1
factor(worker_id)14:factor(category_id)8	1
factor(worker_id)15:factor(category_id)8	1
factor(worker_id)16:factor(category_id)8	1
factor(worker_id)17:factor(category_id)8	1
factor(worker_id)18:factor(category_id)8	1
factor(worker_id)19:factor(category_id)8	1
factor(worker_id)20:factor(category_id)8	1
factor(worker_id)2:factor(category_id)9	1
factor(worker_id)3:factor(category_id)9	1
factor(worker_id)4:factor(category_id)9	1
factor(worker_id)5:factor(category_id)9	1
factor(worker_id)6:factor(category_id)9	1
factor(worker_id)7:factor(category_id)9	1
factor(worker_id)8:factor(category_id)9	1
factor(worker_id)9:factor(category_id)9	1
factor(worker_id)10:factor(category_id)9	1
factor(worker_id)11:factor(category_id)9	1
factor(worker_id)12:factor(category_id)9	1
factor(worker_id)13:factor(category_id)9	1
factor(worker_id)14:factor(category_id)9	1
factor(worker_id)15:factor(category_id)9	1
factor(worker_id)16:factor(category_id)9	1
factor(worker_id)17:factor(category_id)9	1
factor(worker_id)18:factor(category_id)9	1
factor(worker_id)19:factor(category_id)9	1
factor(worker_id)20:factor(category_id)9	1
factor(worker_id)2:factor(category_id)10	1
factor(worker_id)3:factor(category_id)10	1
factor(worker_id)4:factor(category_id)10	1
factor(worker_id)5:factor(category_id)10	1
factor(worker_id)6:factor(category_id)10	1
factor(worker_id)7:factor(category_id)10	1
factor(worker_id)8:factor(category_id)10	1
factor(worker_id)9:factor(category_id)10	1
factor(worker_id)10:factor(category_id)10	1
factor(worker_id)11:factor(category_id)10	1
factor(worker_id)12:factor(category_id)10	1
factor(worker_id)13:factor(category_id)10	1
factor(worker_id)14:factor(category_id)10	1
factor(worker_id)15:factor(category_id)10	1
factor(worker_id)16:factor(category_id)10	1
factor(worker_id)17:factor(category_id)10	1
factor(worker_id)18:factor(category_id)10	1
factor(worker_id)19:factor(category_id)10	1
factor(worker_id)20:factor(category_id)10	1

Significant match effect number = 168 out of 171

num_process = 50, num_simulation = 100

Bias

	Unique	Missing Pct.	Mean	SD	Min	Median	Max
(Intercept)	100	0	-0.007	0.131	-0.400	0.008	0.254
factor(worker_id)2	100	0	-0.006	0.178	-0.386	-0.018	0.467
factor(worker_id)3	100	0	0.006	0.199	-0.434	-0.009	0.483
factor(worker_id)4	100	0	0.018	0.186	-0.402	0.029	0.489
factor(worker_id)5	100	0	-0.013	0.194	-0.464	-0.023	0.667
factor(worker_id)6	100	0	0.017	0.166	-0.505	0.017	0.501
factor(worker_id)7	100	0	0.016	0.207	-0.488	0.023	0.521
factor(worker_id)8	100	0	-0.015	0.190	-0.575	0.006	0.468
factor(worker_id)9	100	0	0.016	0.187	-0.491	0.026	0.509
factor(worker_id)10	100	0	0.039	0.188	-0.429	0.016	0.422
factor(worker_id)11	100	0	-0.001	0.202	-0.418	-0.028	0.685
factor(worker_id)12	100	0	0.015	0.190	-0.494	0.006	0.540
factor(worker_id)13	100	0	0.008	0.200	-0.490	-0.007	0.439
factor(worker_id)14	100	0	-0.010	0.171	-0.446	-0.006	0.390
factor(worker_id)15	100	0	0.001	0.203	-0.510	0.012	0.389
factor(worker_id)16	100	0	-0.006	0.203	-0.638	-0.010	0.492
factor(worker_id)17	100	0	-0.012	0.201	-0.413	-0.020	0.784
factor(worker_id)18	100	0	0.015	0.190	-0.522	0.013	0.491
factor(worker_id)19	100	0	-0.006	0.188	-0.509	0.000	0.546
factor(worker_id)20	100	0	0.010	0.188	-0.430	-0.004	0.541
factor(category_id)2	100	0	0.014	0.205	-0.448	0.016	0.411
factor(category_id)3	100	0	-0.005	0.188	-0.473	0.012	0.429
factor(category_id)4	100	0	0.008	0.195	-0.458	0.003	0.421
factor(category_id)5	100	0	0.013	0.184	-0.483	0.017	0.556
factor(category_id)6	100	0	0.029	0.200	-0.499	0.033	0.520
factor(category_id)7	100	0	-0.005	0.181	-0.391	-0.006	0.584
factor(category_id)8	100	0	-0.021	0.204	-0.526	-0.029	0.431
factor(category_id)9	100	0	0.014	0.217	-0.469	-0.013	0.701
factor(category_id)10	100	0	0.001	0.174	-0.473	-0.001	0.371
factor(worker_id)2:factor(category_id)2	100	0	-0.037	0.263	-0.817	-0.027	0.533
factor(worker_id)3:factor(category_id)2	100	0	-0.008	0.321	-0.580	-0.034	0.831
factor(worker_id)4:factor(category_id)2	100	0	-0.029	0.285	-0.737	0.008	0.513
factor(worker_id)5:factor(category_id)2	100	0	0.002	0.279	-0.935	0.008	0.756
factor(worker_id)6:factor(category_id)2	100	0	-0.040	0.272	-0.662	-0.019	0.575
factor(worker_id)7:factor(category_id)2	100	0	-0.034	0.295	-0.628	-0.031	0.647
factor(worker_id)8:factor(category_id)2	100	0	0.006	0.319	-0.697	-0.005	0.719
factor(worker_id)9:factor(category_id)2	100	0	-0.004	0.314	-0.777	-0.009	0.935
factor(worker_id)10:factor(category_id)2	100	0	-0.088	0.298	-0.900	-0.081	0.475
factor(worker_id)11:factor(category_id)2	100	0	-0.016	0.284	-0.709	-0.013	0.588
factor(worker_id)12:factor(category_id)2	100	0	-0.013	0.283	-0.658	-0.016	0.884
factor(worker_id)13:factor(category_id)2	100	0	-0.037	0.276	-0.633	-0.024	0.540
factor(worker_id)14:factor(category_id)2	100	0	-0.008	0.266	-0.555	-0.030	0.676
factor(worker_id)15:factor(category_id)2	100	0	-0.015	0.277	-0.524	-0.026	0.765
factor(worker_id)16:factor(category_id)2	100	0	0.003	0.320	-0.907	0.052	0.658
factor(worker_id)17:factor(category_id)2	100	0	0.008	0.310	-0.819	0.025	0.759
factor(worker_id)18:factor(category_id)2	100	0	-0.012	0.315	-0.974	-0.013	0.889
factor(worker_id)19:factor(category_id)2	100	0	-0.033	0.277	-0.752	0.015	0.573
factor(worker_id)20:factor(category_id)2	100	0	0.003	0.274	-0.739	0.027	0.599
factor(worker_id)2:factor(category_id)3	100	0	0.027	0.260	-0.785	0.052	0.510
factor(worker_id)3:factor(category_id)3	100	0	0.015	0.262	-0.684	0.010	0.531
factor(worker_id)4:factor(category_id)3	100	0	-0.019	0.281	-0.610	-0.035	0.881
factor(worker_id)5:factor(category_id)3	100	0	0.044	0.281	-0.844	0.026	0.658
factor(worker_id)6:factor(category_id)3	100	0	-0.021	0.253	-0.662	-0.002	0.733
factor(worker_id)7:factor(category_id)3	100	0	-0.001	0.311	-0.854	0.010	0.969
factor(worker_id)8:factor(category_id)3	100	0	0.010	0.287	-0.793	0.014	0.846
factor(worker_id)9:factor(category_id)3	100	0	0.015	0.267	-0.611	0.044	0.684
factor(worker_id)10:factor(category_id)3	100	0	0.004	0.279	-0.771	0.001	0.613
factor(worker_id)11:factor(category_id)3	100	0	0.012	0.280	-0.742	-0.003	0.665
factor(worker_id)12:factor(category_id)3	100	0	-0.019	0.261	-0.711	-0.035	0.697
factor(worker_id)13:factor(category_id)3	100	0	0.015	0.261	-0.600	0.028	0.739
factor(worker_id)14:factor(category_id)3	100	0	0.048	0.254	-0.466	0.039	0.834
factor(worker_id)15:factor(category_id)3	100	0	0.001	0.311	-0.746	-0.016	0.813
factor(worker_id)16:factor(category_id)3	100	0	0.013	0.281	-0.514	-0.002	0.621
factor(worker_id)17:factor(category_id)3	100	0	-0.002	0.252	-0.562	-0.034	0.542
factor(worker_id)18:factor(category_id)3	100	0	0.008	0.274	-0.685	-0.013	0.672
factor(worker_id)19:factor(category_id)3	100	0	0.012	0.260	-0.800	0.023	0.795
factor(worker_id)20:factor(category_id)3	100	0	0.008	0.282	-0.566	0.002	0.635
factor(worker_id)2:factor(category_id)4	100	0	0.005	0.261	-0.565	0.022	0.473
factor(worker_id)3:factor(category_id)4	100	0	0.000	0.279	-0.707	0.037	0.524
factor(worker_id)4:factor(category_id)4	100	0	0.014	0.283	-0.669	-0.008	0.642
factor(worker_id)5:factor(category_id)4	100	0	0.011	0.256	-0.640	-0.004	0.558
factor(worker_id)6:factor(category_id)4	100	0	-0.018	0.260	-0.588	-0.043	0.639
factor(worker_id)7:factor(category_id)4	100	0	-0.018	0.264	-0.629	-0.035	0.518
factor(worker_id)8:factor(category_id)4	100	0	-0.013	0.257	-0.564	-0.019	0.770
factor(worker_id)9:factor(category_id)4	100	0	-0.024	0.272	-0.652	-0.008	0.625
factor(worker_id)10:factor(category_id)4	100	0	-0.020	0.276	-0.729	-0.001	0.600
factor(worker_id)11:factor(category_id)4	100	0	0.004	0.276	-0.694	0.038	0.713
factor(worker_id)12:factor(category_id)4	100	0	-0.001	0.290	-0.963	0.014	0.795
factor(worker_id)13:factor(category_id)4	100	0	-0.011	0.274	-0.568	0.008	0.619
factor(worker_id)14:factor(category_id)4	100	0	0.018	0.249	-0.624	0.013	0.765
factor(worker_id)15:factor(category_id)4	100	0	-0.017	0.263	-0.624	-0.025	0.597
factor(worker_id)16:factor(category_id)4	100	0	0.006	0.315	-0.627	0.017	0.814
factor(worker_id)17:factor(category_id)4	100	0	-0.004	0.264	-0.786	-0.012	0.700
factor(worker_id)18:factor(category_id)4	100	0	-0.009	0.277	-0.801	-0.003	0.717
factor(worker_id)19:factor(category_id)4	100	0	-0.002	0.281	-0.553	0.014	0.592
factor(worker_id)20:factor(category_id)4	100	0	-0.016	0.272	-0.827	-0.003	0.631
factor(worker_id)2:factor(category_id)5	100	0	0.010	0.269	-0.634	-0.023	0.815
factor(worker_id)3:factor(category_id)5	100	0	-0.009	0.274	-0.744	-0.013	0.664
factor(worker_id)4:factor(category_id)5	100	0	-0.043	0.260	-0.646	-0.042	0.559
factor(worker_id)5:factor(category_id)5	100	0	0.023	0.291	-0.973	0.026	0.641
factor(worker_id)6:factor(category_id)5	100	0	-0.014	0.245	-0.675	0.015	0.452
factor(worker_id)7:factor(category_id)5	100	0	-0.027	0.278	-0.716	-0.026	0.634
factor(worker_id)8:factor(category_id)5	100	0	0.017	0.261	-0.560	0.012	0.796
factor(worker_id)9:factor(category_id)5	100	0	-0.021	0.264	-0.688	-0.005	0.708
factor(worker_id)10:factor(category_id)5	100	0	-0.050	0.243	-0.893	-0.021	0.468
factor(worker_id)11:factor(category_id)5	100	0	0.006	0.267	-0.813	0.014	0.822
factor(worker_id)12:factor(category_id)5	100	0	-0.049	0.249	-0.764	-0.033	0.684
factor(worker_id)13:factor(category_id)5	100	0	0.004	0.283	-0.787	0.011	0.578
factor(worker_id)14:factor(category_id)5	100	0	-0.005	0.244	-0.524	0.009	0.729
factor(worker_id)15:factor(category_id)5	100	0	-0.007	0.270	-0.591	-0.027	0.743
factor(worker_id)16:factor(category_id)5	100	0	0.013	0.276	-0.653	0.051	0.712
factor(worker_id)17:factor(category_id)5	100	0	0.006	0.312	-0.778	0.025	0.657
factor(worker_id)18:factor(category_id)5	100	0	-0.049	0.289	-0.712	-0.047	0.522
factor(worker_id)19:factor(category_id)5	100	0	0.011	0.268	-0.745	-0.002	0.553
factor(worker_id)20:factor(category_id)5	100	0	-0.011	0.250	-0.828	-0.026	0.499
factor(worker_id)2:factor(category_id)6	100	0	-0.017	0.287	-0.764	0.010	0.639
factor(worker_id)3:factor(category_id)6	100	0	-0.007	0.316	-0.653	0.001	0.881
factor(worker_id)4:factor(category_id)6	100	0	-0.023	0.253	-0.586	-0.042	0.704
factor(worker_id)5:factor(category_id)6	100	0	-0.011	0.263	-0.820	0.001	0.748
factor(worker_id)6:factor(category_id)6	100	0	-0.052	0.269	-0.715	-0.080	0.770
factor(worker_id)7:factor(category_id)6	100	0	-0.010	0.286	-0.684	-0.044	0.676
factor(worker_id)8:factor(category_id)6	100	0	-0.010	0.285	-0.694	-0.018	0.797
factor(worker_id)9:factor(category_id)6	100	0	-0.046	0.309	-0.632	-0.055	0.957
factor(worker_id)10:factor(category_id)6	100	0	-0.061	0.296	-0.688	-0.083	0.790
factor(worker_id)11:factor(category_id)6	100	0	0.001	0.296	-0.912	-0.006	0.722
factor(worker_id)12:factor(category_id)6	100	0	-0.040	0.281	-0.790	-0.024	0.663
factor(worker_id)13:factor(category_id)6	100	0	-0.024	0.291	-0.723	-0.017	0.876
factor(worker_id)14:factor(category_id)6	100	0	-0.026	0.287	-0.609	-0.019	0.872
factor(worker_id)15:factor(category_id)6	100	0	-0.008	0.296	-0.573	-0.058	0.790
factor(worker_id)16:factor(category_id)6	100	0	-0.036	0.278	-0.646	-0.029	0.835
factor(worker_id)17:factor(category_id)6	100	0	-0.026	0.248	-0.670	0.010	0.737
factor(worker_id)18:factor(category_id)6	100	0	-0.028	0.281	-0.799	-0.040	0.691
factor(worker_id)19:factor(category_id)6	100	0	0.006	0.274	-0.627	-0.010	0.662
factor(worker_id)20:factor(category_id)6	100	0	-0.024	0.283	-0.845	-0.012	0.720
factor(worker_id)2:factor(category_id)7	100	0	-0.002	0.287	-0.709	-0.010	0.769
factor(worker_id)3:factor(category_id)7	100	0	0.026	0.293	-0.676	0.016	0.915
factor(worker_id)4:factor(category_id)7	100	0	-0.013	0.272	-0.715	-0.021	0.804
factor(worker_id)5:factor(category_id)7	100	0	0.011	0.276	-0.846	0.017	0.713
factor(worker_id)6:factor(category_id)7	100	0	0.000	0.251	-0.686	0.025	0.770
factor(worker_id)7:factor(category_id)7	100	0	-0.012	0.288	-0.575	-0.011	0.688
factor(worker_id)8:factor(category_id)7	100	0	0.042	0.273	-0.882	0.031	0.757
factor(worker_id)9:factor(category_id)7	100	0	0.004	0.272	-0.618	0.009	0.695
factor(worker_id)10:factor(category_id)7	100	0	-0.027	0.275	-0.748	-0.035	0.744
factor(worker_id)11:factor(category_id)7	100	0	0.015	0.279	-0.808	0.022	0.679
factor(worker_id)12:factor(category_id)7	100	0	-0.004	0.268	-0.756	-0.022	0.640
factor(worker_id)13:factor(category_id)7	100	0	0.021	0.271	-0.711	0.028	0.569
factor(worker_id)14:factor(category_id)7	100	0	0.050	0.236	-0.591	0.035	0.488
factor(worker_id)15:factor(category_id)7	100	0	0.018	0.278	-0.619	0.038	0.579
factor(worker_id)16:factor(category_id)7	100	0	-0.002	0.273	-0.955	-0.003	0.548
factor(worker_id)17:factor(category_id)7	100	0	0.031	0.296	-0.943	0.014	0.667
factor(worker_id)18:factor(category_id)7	100	0	0.002	0.248	-0.633	0.009	0.715
factor(worker_id)19:factor(category_id)7	100	0	0.035	0.254	-0.693	0.026	0.653
factor(worker_id)20:factor(category_id)7	100	0	-0.004	0.253	-0.639	-0.003	0.664
factor(worker_id)2:factor(category_id)8	100	0	0.043	0.276	-0.563	0.064	0.837
factor(worker_id)3:factor(category_id)8	100	0	0.004	0.310	-0.833	-0.017	0.666
factor(worker_id)4:factor(category_id)8	100	0	0.012	0.282	-0.632	0.048	0.726
factor(worker_id)5:factor(category_id)8	100	0	0.054	0.280	-0.715	0.038	0.784
factor(worker_id)6:factor(category_id)8	100	0	0.002	0.271	-0.641	0.020	0.716
factor(worker_id)7:factor(category_id)8	100	0	0.027	0.293	-0.657	0.010	0.899
factor(worker_id)8:factor(category_id)8	100	0	0.046	0.298	-0.589	0.023	0.834
factor(worker_id)9:factor(category_id)8	100	0	0.010	0.299	-0.745	0.044	0.745
factor(worker_id)10:factor(category_id)8	100	0	-0.029	0.288	-0.704	-0.049	0.560
factor(worker_id)11:factor(category_id)8	100	0	0.023	0.302	-0.770	0.064	0.825
factor(worker_id)12:factor(category_id)8	100	0	0.023	0.260	-0.523	0.059	0.647
factor(worker_id)13:factor(category_id)8	100	0	0.013	0.277	-0.510	0.003	0.719
factor(worker_id)14:factor(category_id)8	100	0	0.022	0.284	-0.693	0.007	0.716
factor(worker_id)15:factor(category_id)8	100	0	0.035	0.294	-0.609	0.028	0.833
factor(worker_id)16:factor(category_id)8	100	0	0.030	0.287	-0.697	0.034	0.753
factor(worker_id)17:factor(category_id)8	100	0	0.060	0.246	-0.653	0.078	0.569
factor(worker_id)18:factor(category_id)8	100	0	0.016	0.301	-0.707	0.018	0.757
factor(worker_id)19:factor(category_id)8	100	0	0.025	0.297	-0.651	0.022	0.811
factor(worker_id)20:factor(category_id)8	100	0	0.006	0.298	-0.809	0.005	0.613
factor(worker_id)2:factor(category_id)9	100	0	-0.005	0.279	-0.749	0.009	0.698
factor(worker_id)3:factor(category_id)9	100	0	0.000	0.314	-0.939	0.000	0.809
factor(worker_id)4:factor(category_id)9	100	0	-0.021	0.295	-0.744	-0.016	0.625
factor(worker_id)5:factor(category_id)9	100	0	-0.010	0.301	-0.864	0.010	0.685
factor(worker_id)6:factor(category_id)9	100	0	-0.025	0.294	-0.844	-0.005	0.692
factor(worker_id)7:factor(category_id)9	100	0	-0.025	0.298	-0.839	-0.015	0.646
factor(worker_id)8:factor(category_id)9	100	0	0.005	0.295	-0.638	-0.009	0.754
factor(worker_id)9:factor(category_id)9	100	0	-0.035	0.261	-0.779	-0.019	0.740
factor(worker_id)10:factor(category_id)9	100	0	-0.048	0.291	-0.655	-0.029	0.853
factor(worker_id)11:factor(category_id)9	100	0	0.000	0.300	-1.090	-0.001	0.632
factor(worker_id)12:factor(category_id)9	100	0	-0.020	0.297	-1.001	0.009	0.626
factor(worker_id)13:factor(category_id)9	100	0	0.021	0.303	-0.672	0.014	0.832
factor(worker_id)14:factor(category_id)9	100	0	0.010	0.267	-0.612	0.019	0.656
factor(worker_id)15:factor(category_id)9	100	0	-0.038	0.303	-0.704	-0.061	0.836
factor(worker_id)16:factor(category_id)9	100	0	-0.011	0.284	-0.640	-0.004	0.791
factor(worker_id)17:factor(category_id)9	100	0	0.025	0.295	-0.961	0.058	1.028
factor(worker_id)18:factor(category_id)9	100	0	-0.022	0.302	-0.813	0.001	0.657
factor(worker_id)19:factor(category_id)9	100	0	-0.017	0.296	-0.856	-0.032	0.774
factor(worker_id)20:factor(category_id)9	100	0	0.023	0.296	-0.832	0.035	0.609
factor(worker_id)2:factor(category_id)10	100	0	0.043	0.246	-0.524	0.039	0.871
factor(worker_id)3:factor(category_id)10	100	0	-0.004	0.290	-0.643	-0.048	0.674
factor(worker_id)4:factor(category_id)10	100	0	-0.015	0.265	-0.587	0.012	0.472
factor(worker_id)5:factor(category_id)10	100	0	-0.012	0.262	-0.698	0.007	0.610
factor(worker_id)6:factor(category_id)10	100	0	-0.005	0.243	-0.728	-0.002	0.588
factor(worker_id)7:factor(category_id)10	100	0	0.016	0.301	-0.614	0.053	0.709
factor(worker_id)8:factor(category_id)10	100	0	0.011	0.277	-0.665	-0.010	0.755
factor(worker_id)9:factor(category_id)10	100	0	0.003	0.260	-0.600	0.005	0.710
factor(worker_id)10:factor(category_id)10	100	0	-0.036	0.295	-0.731	-0.046	0.787
factor(worker_id)11:factor(category_id)10	100	0	0.000	0.278	-0.599	0.004	0.613
factor(worker_id)12:factor(category_id)10	100	0	-0.011	0.260	-0.650	-0.040	0.637
factor(worker_id)13:factor(category_id)10	100	0	-0.006	0.236	-0.708	0.006	0.525
factor(worker_id)14:factor(category_id)10	100	0	0.038	0.239	-0.658	0.070	0.641
factor(worker_id)15:factor(category_id)10	100	0	0.008	0.246	-0.535	-0.017	0.574
factor(worker_id)16:factor(category_id)10	100	0	0.011	0.282	-0.580	-0.034	0.736
factor(worker_id)17:factor(category_id)10	100	0	0.033	0.245	-1.034	0.077	0.458
factor(worker_id)18:factor(category_id)10	100	0	-0.016	0.262	-0.777	-0.035	0.530
factor(worker_id)19:factor(category_id)10	100	0	0.013	0.262	-0.680	0.010	0.658
factor(worker_id)20:factor(category_id)10	100	0	0.005	0.257	-0.866	0.031	0.625

Power

coefficient	rejection_probability
(Intercept)	1
factor(worker_id)2	1
factor(worker_id)3	1
factor(worker_id)4	1
factor(worker_id)5	1
factor(worker_id)6	1
factor(worker_id)7	1
factor(worker_id)8	1
factor(worker_id)9	1
factor(worker_id)10	1
factor(worker_id)11	1
factor(worker_id)12	1
factor(worker_id)13	1
factor(worker_id)14	1
factor(worker_id)15	1
factor(worker_id)16	1
factor(worker_id)17	1
factor(worker_id)18	1
factor(worker_id)19	1
factor(worker_id)20	1
factor(category_id)2	1
factor(category_id)3	1
factor(category_id)4	1
factor(category_id)5	1
factor(category_id)6	1
factor(category_id)7	1
factor(category_id)8	1
factor(category_id)9	1
factor(category_id)10	1
factor(worker_id)2:factor(category_id)2	0.19
factor(worker_id)3:factor(category_id)2	0.61
factor(worker_id)4:factor(category_id)2	0.91
factor(worker_id)5:factor(category_id)2	0.99
factor(worker_id)6:factor(category_id)2	1
factor(worker_id)7:factor(category_id)2	1
factor(worker_id)8:factor(category_id)2	1
factor(worker_id)9:factor(category_id)2	1
factor(worker_id)10:factor(category_id)2	1
factor(worker_id)11:factor(category_id)2	1
factor(worker_id)12:factor(category_id)2	1
factor(worker_id)13:factor(category_id)2	1
factor(worker_id)14:factor(category_id)2	1
factor(worker_id)15:factor(category_id)2	1
factor(worker_id)16:factor(category_id)2	1
factor(worker_id)17:factor(category_id)2	1
factor(worker_id)18:factor(category_id)2	1
factor(worker_id)19:factor(category_id)2	1
factor(worker_id)20:factor(category_id)2	1
factor(worker_id)2:factor(category_id)3	0.7
factor(worker_id)3:factor(category_id)3	1
factor(worker_id)4:factor(category_id)3	1
factor(worker_id)5:factor(category_id)3	1
factor(worker_id)6:factor(category_id)3	1
factor(worker_id)7:factor(category_id)3	1
factor(worker_id)8:factor(category_id)3	1
factor(worker_id)9:factor(category_id)3	1
factor(worker_id)10:factor(category_id)3	1
factor(worker_id)11:factor(category_id)3	1
factor(worker_id)12:factor(category_id)3	1
factor(worker_id)13:factor(category_id)3	1
factor(worker_id)14:factor(category_id)3	1
factor(worker_id)15:factor(category_id)3	1
factor(worker_id)16:factor(category_id)3	1
factor(worker_id)17:factor(category_id)3	1
factor(worker_id)18:factor(category_id)3	1
factor(worker_id)19:factor(category_id)3	1
factor(worker_id)20:factor(category_id)3	1
factor(worker_id)2:factor(category_id)4	0.93
factor(worker_id)3:factor(category_id)4	1
factor(worker_id)4:factor(category_id)4	1
factor(worker_id)5:factor(category_id)4	1
factor(worker_id)6:factor(category_id)4	1
factor(worker_id)7:factor(category_id)4	1
factor(worker_id)8:factor(category_id)4	1
factor(worker_id)9:factor(category_id)4	1
factor(worker_id)10:factor(category_id)4	1
factor(worker_id)11:factor(category_id)4	1
factor(worker_id)12:factor(category_id)4	1
factor(worker_id)13:factor(category_id)4	1
factor(worker_id)14:factor(category_id)4	1
factor(worker_id)15:factor(category_id)4	1
factor(worker_id)16:factor(category_id)4	1
factor(worker_id)17:factor(category_id)4	1
factor(worker_id)18:factor(category_id)4	1
factor(worker_id)19:factor(category_id)4	1
factor(worker_id)20:factor(category_id)4	1
factor(worker_id)2:factor(category_id)5	1
factor(worker_id)3:factor(category_id)5	1
factor(worker_id)4:factor(category_id)5	1
factor(worker_id)5:factor(category_id)5	1
factor(worker_id)6:factor(category_id)5	1
factor(worker_id)7:factor(category_id)5	1
factor(worker_id)8:factor(category_id)5	1
factor(worker_id)9:factor(category_id)5	1
factor(worker_id)10:factor(category_id)5	1
factor(worker_id)11:factor(category_id)5	1
factor(worker_id)12:factor(category_id)5	1
factor(worker_id)13:factor(category_id)5	1
factor(worker_id)14:factor(category_id)5	1
factor(worker_id)15:factor(category_id)5	1
factor(worker_id)16:factor(category_id)5	1
factor(worker_id)17:factor(category_id)5	1
factor(worker_id)18:factor(category_id)5	1
factor(worker_id)19:factor(category_id)5	1
factor(worker_id)20:factor(category_id)5	1
factor(worker_id)2:factor(category_id)6	1
factor(worker_id)3:factor(category_id)6	1
factor(worker_id)4:factor(category_id)6	1
factor(worker_id)5:factor(category_id)6	1
factor(worker_id)6:factor(category_id)6	1
factor(worker_id)7:factor(category_id)6	1
factor(worker_id)8:factor(category_id)6	1
factor(worker_id)9:factor(category_id)6	1
factor(worker_id)10:factor(category_id)6	1
factor(worker_id)11:factor(category_id)6	1
factor(worker_id)12:factor(category_id)6	1
factor(worker_id)13:factor(category_id)6	1
factor(worker_id)14:factor(category_id)6	1
factor(worker_id)15:factor(category_id)6	1
factor(worker_id)16:factor(category_id)6	1
factor(worker_id)17:factor(category_id)6	1
factor(worker_id)18:factor(category_id)6	1
factor(worker_id)19:factor(category_id)6	1
factor(worker_id)20:factor(category_id)6	1
factor(worker_id)2:factor(category_id)7	1
factor(worker_id)3:factor(category_id)7	1
factor(worker_id)4:factor(category_id)7	1
factor(worker_id)5:factor(category_id)7	1
factor(worker_id)6:factor(category_id)7	1
factor(worker_id)7:factor(category_id)7	1
factor(worker_id)8:factor(category_id)7	1
factor(worker_id)9:factor(category_id)7	1
factor(worker_id)10:factor(category_id)7	1
factor(worker_id)11:factor(category_id)7	1
factor(worker_id)12:factor(category_id)7	1
factor(worker_id)13:factor(category_id)7	1
factor(worker_id)14:factor(category_id)7	1
factor(worker_id)15:factor(category_id)7	1
factor(worker_id)16:factor(category_id)7	1
factor(worker_id)17:factor(category_id)7	1
factor(worker_id)18:factor(category_id)7	1
factor(worker_id)19:factor(category_id)7	1
factor(worker_id)20:factor(category_id)7	1
factor(worker_id)2:factor(category_id)8	1
factor(worker_id)3:factor(category_id)8	1
factor(worker_id)4:factor(category_id)8	1
factor(worker_id)5:factor(category_id)8	1
factor(worker_id)6:factor(category_id)8	1
factor(worker_id)7:factor(category_id)8	1
factor(worker_id)8:factor(category_id)8	1
factor(worker_id)9:factor(category_id)8	1
factor(worker_id)10:factor(category_id)8	1
factor(worker_id)11:factor(category_id)8	1
factor(worker_id)12:factor(category_id)8	1
factor(worker_id)13:factor(category_id)8	1
factor(worker_id)14:factor(category_id)8	1
factor(worker_id)15:factor(category_id)8	1
factor(worker_id)16:factor(category_id)8	1
factor(worker_id)17:factor(category_id)8	1
factor(worker_id)18:factor(category_id)8	1
factor(worker_id)19:factor(category_id)8	1
factor(worker_id)20:factor(category_id)8	1
factor(worker_id)2:factor(category_id)9	1
factor(worker_id)3:factor(category_id)9	1
factor(worker_id)4:factor(category_id)9	1
factor(worker_id)5:factor(category_id)9	1
factor(worker_id)6:factor(category_id)9	1
factor(worker_id)7:factor(category_id)9	1
factor(worker_id)8:factor(category_id)9	1
factor(worker_id)9:factor(category_id)9	1
factor(worker_id)10:factor(category_id)9	1
factor(worker_id)11:factor(category_id)9	1
factor(worker_id)12:factor(category_id)9	1
factor(worker_id)13:factor(category_id)9	1
factor(worker_id)14:factor(category_id)9	1
factor(worker_id)15:factor(category_id)9	1
factor(worker_id)16:factor(category_id)9	1
factor(worker_id)17:factor(category_id)9	1
factor(worker_id)18:factor(category_id)9	1
factor(worker_id)19:factor(category_id)9	1
factor(worker_id)20:factor(category_id)9	1
factor(worker_id)2:factor(category_id)10	1
factor(worker_id)3:factor(category_id)10	1
factor(worker_id)4:factor(category_id)10	1
factor(worker_id)5:factor(category_id)10	1
factor(worker_id)6:factor(category_id)10	1
factor(worker_id)7:factor(category_id)10	1
factor(worker_id)8:factor(category_id)10	1
factor(worker_id)9:factor(category_id)10	1
factor(worker_id)10:factor(category_id)10	1
factor(worker_id)11:factor(category_id)10	1
factor(worker_id)12:factor(category_id)10	1
factor(worker_id)13:factor(category_id)10	1
factor(worker_id)14:factor(category_id)10	1
factor(worker_id)15:factor(category_id)10	1
factor(worker_id)16:factor(category_id)10	1
factor(worker_id)17:factor(category_id)10	1
factor(worker_id)18:factor(category_id)10	1
factor(worker_id)19:factor(category_id)10	1
factor(worker_id)20:factor(category_id)10	1

Significant match effect number = 168 out of 171

num_process = 100, num_simulation = 100

Bias

	Unique	Missing Pct.	Mean	SD	Min	Median	Max
(Intercept)	100	0	-0.032	0.101	-0.253	-0.038	0.219
factor(worker_id)2	100	0	0.042	0.136	-0.317	0.054	0.380
factor(worker_id)3	100	0	0.046	0.149	-0.362	0.071	0.431
factor(worker_id)4	100	0	0.042	0.147	-0.312	0.032	0.349
factor(worker_id)5	100	0	0.037	0.147	-0.393	0.044	0.396
factor(worker_id)6	100	0	0.040	0.142	-0.256	0.025	0.538
factor(worker_id)7	100	0	0.040	0.142	-0.407	0.036	0.439
factor(worker_id)8	100	0	0.040	0.140	-0.301	0.045	0.369
factor(worker_id)9	100	0	0.039	0.141	-0.284	0.038	0.313
factor(worker_id)10	100	0	0.018	0.142	-0.252	0.044	0.340
factor(worker_id)11	100	0	0.035	0.150	-0.470	0.028	0.310
factor(worker_id)12	100	0	0.014	0.140	-0.285	0.016	0.313
factor(worker_id)13	100	0	0.025	0.139	-0.316	0.030	0.340
factor(worker_id)14	100	0	0.042	0.143	-0.289	0.043	0.309
factor(worker_id)15	100	0	0.007	0.138	-0.274	-0.019	0.313
factor(worker_id)16	100	0	0.046	0.133	-0.311	0.037	0.466
factor(worker_id)17	100	0	0.037	0.145	-0.323	0.047	0.400
factor(worker_id)18	100	0	0.040	0.137	-0.244	0.048	0.416
factor(worker_id)19	100	0	0.029	0.161	-0.339	0.020	0.357
factor(worker_id)20	100	0	0.025	0.157	-0.319	0.019	0.389
factor(category_id)2	100	0	0.035	0.148	-0.336	0.045	0.317
factor(category_id)3	100	0	0.034	0.144	-0.299	0.045	0.587
factor(category_id)4	100	0	0.055	0.159	-0.318	0.077	0.442
factor(category_id)5	100	0	0.030	0.150	-0.324	0.024	0.350
factor(category_id)6	100	0	0.042	0.142	-0.271	0.025	0.373
factor(category_id)7	100	0	0.025	0.149	-0.350	0.018	0.384
factor(category_id)8	100	0	0.048	0.146	-0.333	0.080	0.372
factor(category_id)9	100	0	0.041	0.146	-0.337	0.021	0.394
factor(category_id)10	100	0	0.031	0.142	-0.291	0.014	0.316
factor(worker_id)2:factor(category_id)2	100	0	-0.041	0.199	-0.452	-0.051	0.563
factor(worker_id)3:factor(category_id)2	100	0	-0.034	0.211	-0.523	-0.029	0.410
factor(worker_id)4:factor(category_id)2	100	0	-0.049	0.211	-0.621	-0.038	0.425
factor(worker_id)5:factor(category_id)2	100	0	-0.043	0.206	-0.549	-0.034	0.523
factor(worker_id)6:factor(category_id)2	100	0	-0.046	0.204	-0.482	-0.050	0.438
factor(worker_id)7:factor(category_id)2	100	0	-0.038	0.208	-0.481	-0.035	0.566
factor(worker_id)8:factor(category_id)2	100	0	-0.053	0.200	-0.572	-0.049	0.492
factor(worker_id)9:factor(category_id)2	100	0	-0.039	0.211	-0.449	-0.032	0.517
factor(worker_id)10:factor(category_id)2	100	0	-0.022	0.215	-0.630	-0.040	0.599
factor(worker_id)11:factor(category_id)2	100	0	-0.019	0.213	-0.659	-0.015	0.556
factor(worker_id)12:factor(category_id)2	100	0	-0.030	0.202	-0.416	-0.029	0.481
factor(worker_id)13:factor(category_id)2	100	0	-0.022	0.204	-0.477	-0.009	0.461
factor(worker_id)14:factor(category_id)2	100	0	-0.047	0.195	-0.440	-0.034	0.349
factor(worker_id)15:factor(category_id)2	100	0	-0.023	0.199	-0.409	-0.034	0.421
factor(worker_id)16:factor(category_id)2	100	0	-0.027	0.200	-0.439	-0.039	0.611
factor(worker_id)17:factor(category_id)2	100	0	-0.051	0.200	-0.593	-0.055	0.359
factor(worker_id)18:factor(category_id)2	100	0	-0.041	0.214	-0.547	-0.046	0.538
factor(worker_id)19:factor(category_id)2	100	0	-0.052	0.228	-0.503	-0.077	0.590
factor(worker_id)20:factor(category_id)2	100	0	-0.025	0.207	-0.563	-0.005	0.470
factor(worker_id)2:factor(category_id)3	100	0	-0.045	0.185	-0.585	-0.071	0.344
factor(worker_id)3:factor(category_id)3	100	0	-0.032	0.207	-0.581	-0.029	0.501
factor(worker_id)4:factor(category_id)3	100	0	-0.021	0.199	-0.581	-0.057	0.475
factor(worker_id)5:factor(category_id)3	100	0	-0.045	0.199	-0.472	-0.047	0.626
factor(worker_id)6:factor(category_id)3	100	0	-0.035	0.206	-0.635	-0.007	0.352
factor(worker_id)7:factor(category_id)3	100	0	-0.034	0.209	-0.668	-0.034	0.457
factor(worker_id)8:factor(category_id)3	100	0	-0.032	0.204	-0.564	-0.026	0.529
factor(worker_id)9:factor(category_id)3	100	0	-0.032	0.213	-0.594	-0.046	0.483
factor(worker_id)10:factor(category_id)3	100	0	-0.013	0.203	-0.447	-0.007	0.493
factor(worker_id)11:factor(category_id)3	100	0	-0.028	0.224	-0.525	-0.063	0.474
factor(worker_id)12:factor(category_id)3	100	0	-0.020	0.177	-0.561	-0.024	0.401
factor(worker_id)13:factor(category_id)3	100	0	-0.028	0.188	-0.620	-0.037	0.409
factor(worker_id)14:factor(category_id)3	100	0	-0.056	0.218	-0.678	-0.075	0.597
factor(worker_id)15:factor(category_id)3	100	0	0.005	0.221	-0.740	-0.004	0.586
factor(worker_id)16:factor(category_id)3	100	0	-0.026	0.210	-0.626	-0.045	0.447
factor(worker_id)17:factor(category_id)3	100	0	-0.043	0.208	-0.708	-0.018	0.425
factor(worker_id)18:factor(category_id)3	100	0	-0.028	0.197	-0.668	-0.021	0.435
factor(worker_id)19:factor(category_id)3	100	0	-0.022	0.203	-0.707	-0.017	0.465
factor(worker_id)20:factor(category_id)3	100	0	-0.013	0.219	-0.572	-0.051	0.499
factor(worker_id)2:factor(category_id)4	100	0	-0.056	0.208	-0.594	-0.056	0.475
factor(worker_id)3:factor(category_id)4	100	0	-0.053	0.221	-0.899	-0.085	0.463
factor(worker_id)4:factor(category_id)4	100	0	-0.065	0.218	-0.632	-0.062	0.458
factor(worker_id)5:factor(category_id)4	100	0	-0.062	0.218	-0.612	-0.050	0.575
factor(worker_id)6:factor(category_id)4	100	0	-0.057	0.205	-0.688	-0.022	0.363
factor(worker_id)7:factor(category_id)4	100	0	-0.071	0.206	-0.543	-0.090	0.484
factor(worker_id)8:factor(category_id)4	100	0	-0.047	0.202	-0.561	-0.032	0.371
factor(worker_id)9:factor(category_id)4	100	0	-0.076	0.208	-0.542	-0.085	0.406
factor(worker_id)10:factor(category_id)4	100	0	-0.036	0.202	-0.558	-0.021	0.419
factor(worker_id)11:factor(category_id)4	100	0	-0.061	0.227	-0.619	-0.059	0.551
factor(worker_id)12:factor(category_id)4	100	0	-0.033	0.209	-0.485	-0.058	0.404
factor(worker_id)13:factor(category_id)4	100	0	-0.038	0.208	-0.592	-0.047	0.407
factor(worker_id)14:factor(category_id)4	100	0	-0.080	0.210	-0.669	-0.068	0.391
factor(worker_id)15:factor(category_id)4	100	0	-0.032	0.199	-0.541	-0.050	0.412
factor(worker_id)16:factor(category_id)4	100	0	-0.067	0.209	-0.547	-0.054	0.418
factor(worker_id)17:factor(category_id)4	100	0	-0.050	0.196	-0.552	-0.052	0.421
factor(worker_id)18:factor(category_id)4	100	0	-0.055	0.198	-0.521	-0.064	0.525
factor(worker_id)19:factor(category_id)4	100	0	-0.051	0.196	-0.552	-0.039	0.554
factor(worker_id)20:factor(category_id)4	100	0	-0.036	0.239	-0.733	-0.008	0.503
factor(worker_id)2:factor(category_id)5	100	0	-0.051	0.207	-0.607	-0.057	0.493
factor(worker_id)3:factor(category_id)5	100	0	-0.050	0.226	-0.615	-0.042	0.488
factor(worker_id)4:factor(category_id)5	100	0	-0.042	0.229	-0.656	-0.076	0.458
factor(worker_id)5:factor(category_id)5	100	0	-0.043	0.220	-0.490	-0.068	0.615
factor(worker_id)6:factor(category_id)5	100	0	-0.034	0.203	-0.676	-0.034	0.459
factor(worker_id)7:factor(category_id)5	100	0	-0.043	0.179	-0.453	-0.042	0.416
factor(worker_id)8:factor(category_id)5	100	0	-0.040	0.198	-0.510	-0.051	0.502
factor(worker_id)9:factor(category_id)5	100	0	-0.024	0.194	-0.397	-0.028	0.523
factor(worker_id)10:factor(category_id)5	100	0	-0.025	0.212	-0.506	-0.037	0.491
factor(worker_id)11:factor(category_id)5	100	0	-0.053	0.197	-0.489	-0.072	0.552
factor(worker_id)12:factor(category_id)5	100	0	-0.003	0.195	-0.502	-0.007	0.448
factor(worker_id)13:factor(category_id)5	100	0	-0.025	0.191	-0.440	-0.052	0.371
factor(worker_id)14:factor(category_id)5	100	0	-0.034	0.209	-0.465	-0.044	0.497
factor(worker_id)15:factor(category_id)5	100	0	-0.005	0.189	-0.486	0.002	0.501
factor(worker_id)16:factor(category_id)5	100	0	-0.061	0.206	-0.620	-0.060	0.534
factor(worker_id)17:factor(category_id)5	100	0	-0.035	0.198	-0.618	-0.025	0.434
factor(worker_id)18:factor(category_id)5	100	0	-0.046	0.199	-0.612	-0.068	0.380
factor(worker_id)19:factor(category_id)5	100	0	-0.017	0.219	-0.650	-0.004	0.430
factor(worker_id)20:factor(category_id)5	100	0	-0.034	0.210	-0.690	-0.063	0.376
factor(worker_id)2:factor(category_id)6	100	0	-0.049	0.193	-0.497	-0.019	0.400
factor(worker_id)3:factor(category_id)6	100	0	-0.062	0.191	-0.545	-0.040	0.376
factor(worker_id)4:factor(category_id)6	100	0	-0.055	0.216	-0.618	-0.040	0.446
factor(worker_id)5:factor(category_id)6	100	0	-0.048	0.210	-0.721	-0.053	0.429
factor(worker_id)6:factor(category_id)6	100	0	-0.050	0.186	-0.567	-0.043	0.395
factor(worker_id)7:factor(category_id)6	100	0	-0.048	0.174	-0.445	-0.040	0.351
factor(worker_id)8:factor(category_id)6	100	0	-0.049	0.189	-0.466	-0.043	0.363
factor(worker_id)9:factor(category_id)6	100	0	-0.051	0.202	-0.487	-0.057	0.390
factor(worker_id)10:factor(category_id)6	100	0	-0.031	0.197	-0.584	-0.001	0.399
factor(worker_id)11:factor(category_id)6	100	0	-0.055	0.199	-0.468	-0.041	0.361
factor(worker_id)12:factor(category_id)6	100	0	-0.025	0.209	-0.569	0.013	0.398
factor(worker_id)13:factor(category_id)6	100	0	-0.022	0.188	-0.466	-0.027	0.497
factor(worker_id)14:factor(category_id)6	100	0	-0.044	0.196	-0.482	-0.039	0.383
factor(worker_id)15:factor(category_id)6	100	0	-0.036	0.195	-0.458	-0.054	0.515
factor(worker_id)16:factor(category_id)6	100	0	-0.059	0.182	-0.374	-0.068	0.434
factor(worker_id)17:factor(category_id)6	100	0	-0.053	0.202	-0.559	-0.055	0.581
factor(worker_id)18:factor(category_id)6	100	0	-0.051	0.195	-0.546	-0.039	0.522
factor(worker_id)19:factor(category_id)6	100	0	-0.043	0.219	-0.693	-0.043	0.607
factor(worker_id)20:factor(category_id)6	100	0	-0.022	0.206	-0.661	-0.011	0.532
factor(worker_id)2:factor(category_id)7	100	0	-0.018	0.185	-0.382	-0.014	0.418
factor(worker_id)3:factor(category_id)7	100	0	-0.049	0.210	-0.564	-0.055	0.389
factor(worker_id)4:factor(category_id)7	100	0	-0.044	0.204	-0.548	-0.048	0.374
factor(worker_id)5:factor(category_id)7	100	0	-0.040	0.198	-0.510	-0.065	0.362
factor(worker_id)6:factor(category_id)7	100	0	-0.028	0.197	-0.546	-0.016	0.550
factor(worker_id)7:factor(category_id)7	100	0	-0.041	0.202	-0.591	-0.024	0.406
factor(worker_id)8:factor(category_id)7	100	0	-0.031	0.219	-0.504	-0.054	0.614
factor(worker_id)9:factor(category_id)7	100	0	-0.040	0.204	-0.504	-0.042	0.469
factor(worker_id)10:factor(category_id)7	100	0	0.003	0.208	-0.494	0.031	0.430
factor(worker_id)11:factor(category_id)7	100	0	-0.007	0.220	-0.584	-0.011	0.553
factor(worker_id)12:factor(category_id)7	100	0	-0.009	0.209	-0.445	-0.032	0.514
factor(worker_id)13:factor(category_id)7	100	0	-0.005	0.198	-0.467	-0.008	0.538
factor(worker_id)14:factor(category_id)7	100	0	-0.040	0.197	-0.460	-0.038	0.404
factor(worker_id)15:factor(category_id)7	100	0	-0.004	0.210	-0.691	0.014	0.397
factor(worker_id)16:factor(category_id)7	100	0	-0.034	0.199	-0.530	-0.060	0.509
factor(worker_id)17:factor(category_id)7	100	0	-0.011	0.206	-0.478	-0.020	0.506
factor(worker_id)18:factor(category_id)7	100	0	-0.034	0.197	-0.599	-0.025	0.350
factor(worker_id)19:factor(category_id)7	100	0	-0.035	0.223	-0.491	-0.030	0.739
factor(worker_id)20:factor(category_id)7	100	0	-0.013	0.210	-0.668	-0.012	0.493
factor(worker_id)2:factor(category_id)8	100	0	-0.044	0.180	-0.502	-0.022	0.320
factor(worker_id)3:factor(category_id)8	100	0	-0.051	0.218	-0.526	-0.081	0.595
factor(worker_id)4:factor(category_id)8	100	0	-0.084	0.224	-0.567	-0.078	0.492
factor(worker_id)5:factor(category_id)8	100	0	-0.071	0.194	-0.558	-0.081	0.418
factor(worker_id)6:factor(category_id)8	100	0	-0.057	0.198	-0.640	-0.058	0.386
factor(worker_id)7:factor(category_id)8	100	0	-0.064	0.195	-0.615	-0.079	0.432
factor(worker_id)8:factor(category_id)8	100	0	-0.060	0.202	-0.568	-0.074	0.446
factor(worker_id)9:factor(category_id)8	100	0	-0.067	0.217	-0.463	-0.097	0.478
factor(worker_id)10:factor(category_id)8	100	0	-0.025	0.220	-0.530	-0.053	0.416
factor(worker_id)11:factor(category_id)8	100	0	-0.064	0.214	-0.480	-0.071	0.586
factor(worker_id)12:factor(category_id)8	100	0	-0.037	0.206	-0.543	-0.068	0.537
factor(worker_id)13:factor(category_id)8	100	0	-0.038	0.205	-0.436	-0.027	0.439
factor(worker_id)14:factor(category_id)8	100	0	-0.054	0.209	-0.577	-0.071	0.572
factor(worker_id)15:factor(category_id)8	100	0	-0.013	0.204	-0.446	-0.037	0.494
factor(worker_id)16:factor(category_id)8	100	0	-0.068	0.181	-0.496	-0.081	0.508
factor(worker_id)17:factor(category_id)8	100	0	-0.043	0.197	-0.568	-0.057	0.469
factor(worker_id)18:factor(category_id)8	100	0	-0.054	0.209	-0.541	-0.046	0.608
factor(worker_id)19:factor(category_id)8	100	0	-0.052	0.212	-0.521	-0.068	0.492
factor(worker_id)20:factor(category_id)8	100	0	-0.023	0.208	-0.481	-0.016	0.475
factor(worker_id)2:factor(category_id)9	100	0	-0.062	0.195	-0.586	-0.077	0.343
factor(worker_id)3:factor(category_id)9	100	0	-0.068	0.201	-0.633	-0.044	0.304
factor(worker_id)4:factor(category_id)9	100	0	-0.072	0.217	-0.631	-0.023	0.461
factor(worker_id)5:factor(category_id)9	100	0	-0.048	0.203	-0.486	-0.051	0.408
factor(worker_id)6:factor(category_id)9	100	0	-0.061	0.204	-0.703	-0.070	0.401
factor(worker_id)7:factor(category_id)9	100	0	-0.034	0.215	-0.653	-0.050	0.577
factor(worker_id)8:factor(category_id)9	100	0	-0.055	0.197	-0.499	-0.046	0.427
factor(worker_id)9:factor(category_id)9	100	0	-0.045	0.214	-0.566	-0.056	0.486
factor(worker_id)10:factor(category_id)9	100	0	-0.010	0.216	-0.700	0.016	0.475
factor(worker_id)11:factor(category_id)9	100	0	-0.032	0.214	-0.577	-0.033	0.527
factor(worker_id)12:factor(category_id)9	100	0	-0.002	0.193	-0.523	0.007	0.373
factor(worker_id)13:factor(category_id)9	100	0	-0.043	0.190	-0.682	-0.032	0.550
factor(worker_id)14:factor(category_id)9	100	0	-0.036	0.207	-0.487	-0.041	0.602
factor(worker_id)15:factor(category_id)9	100	0	-0.005	0.197	-0.571	0.008	0.429
factor(worker_id)16:factor(category_id)9	100	0	-0.062	0.202	-0.544	-0.043	0.393
factor(worker_id)17:factor(category_id)9	100	0	-0.052	0.209	-0.554	-0.056	0.647
factor(worker_id)18:factor(category_id)9	100	0	-0.045	0.208	-0.501	-0.039	0.388
factor(worker_id)19:factor(category_id)9	100	0	-0.031	0.192	-0.611	-0.026	0.454
factor(worker_id)20:factor(category_id)9	100	0	-0.020	0.210	-0.577	0.004	0.521
factor(worker_id)2:factor(category_id)10	100	0	-0.049	0.207	-0.596	-0.065	0.469
factor(worker_id)3:factor(category_id)10	100	0	-0.070	0.202	-0.476	-0.063	0.519
factor(worker_id)4:factor(category_id)10	100	0	-0.047	0.219	-0.649	-0.020	0.465
factor(worker_id)5:factor(category_id)10	100	0	-0.024	0.202	-0.611	-0.037	0.465
factor(worker_id)6:factor(category_id)10	100	0	-0.044	0.202	-0.520	-0.022	0.493
factor(worker_id)7:factor(category_id)10	100	0	-0.034	0.190	-0.547	-0.026	0.436
factor(worker_id)8:factor(category_id)10	100	0	-0.027	0.198	-0.495	-0.038	0.446
factor(worker_id)9:factor(category_id)10	100	0	-0.041	0.184	-0.601	-0.019	0.370
factor(worker_id)10:factor(category_id)10	100	0	-0.021	0.209	-0.489	-0.037	0.390
factor(worker_id)11:factor(category_id)10	100	0	-0.035	0.182	-0.409	-0.027	0.482
factor(worker_id)12:factor(category_id)10	100	0	0.002	0.198	-0.422	0.009	0.510
factor(worker_id)13:factor(category_id)10	100	0	-0.039	0.193	-0.476	-0.039	0.394
factor(worker_id)14:factor(category_id)10	100	0	-0.018	0.199	-0.465	-0.006	0.450
factor(worker_id)15:factor(category_id)10	100	0	-0.007	0.199	-0.512	0.000	0.429
factor(worker_id)16:factor(category_id)10	100	0	-0.039	0.188	-0.473	-0.040	0.351
factor(worker_id)17:factor(category_id)10	100	0	-0.038	0.200	-0.668	-0.037	0.480
factor(worker_id)18:factor(category_id)10	100	0	-0.041	0.195	-0.577	-0.045	0.399
factor(worker_id)19:factor(category_id)10	100	0	-0.027	0.204	-0.590	-0.042	0.386
factor(worker_id)20:factor(category_id)10	100	0	-0.018	0.226	-0.587	0.009	0.580

Power

coefficient	rejection_probability
(Intercept)	1
factor(worker_id)2	1
factor(worker_id)3	1
factor(worker_id)4	1
factor(worker_id)5	1
factor(worker_id)6	1
factor(worker_id)7	1
factor(worker_id)8	1
factor(worker_id)9	1
factor(worker_id)10	1
factor(worker_id)11	1
factor(worker_id)12	1
factor(worker_id)13	1
factor(worker_id)14	1
factor(worker_id)15	1
factor(worker_id)16	1
factor(worker_id)17	1
factor(worker_id)18	1
factor(worker_id)19	1
factor(worker_id)20	1
factor(category_id)2	1
factor(category_id)3	1
factor(category_id)4	1
factor(category_id)5	1
factor(category_id)6	1
factor(category_id)7	1
factor(category_id)8	1
factor(category_id)9	1
factor(category_id)10	1
factor(worker_id)2:factor(category_id)2	0.33
factor(worker_id)3:factor(category_id)2	0.86
factor(worker_id)4:factor(category_id)2	0.99
factor(worker_id)5:factor(category_id)2	1
factor(worker_id)6:factor(category_id)2	1
factor(worker_id)7:factor(category_id)2	1
factor(worker_id)8:factor(category_id)2	1
factor(worker_id)9:factor(category_id)2	1
factor(worker_id)10:factor(category_id)2	1
factor(worker_id)11:factor(category_id)2	1
factor(worker_id)12:factor(category_id)2	1
factor(worker_id)13:factor(category_id)2	1
factor(worker_id)14:factor(category_id)2	1
factor(worker_id)15:factor(category_id)2	1
factor(worker_id)16:factor(category_id)2	1
factor(worker_id)17:factor(category_id)2	1
factor(worker_id)18:factor(category_id)2	1
factor(worker_id)19:factor(category_id)2	1
factor(worker_id)20:factor(category_id)2	1
factor(worker_id)2:factor(category_id)3	0.92
factor(worker_id)3:factor(category_id)3	1
factor(worker_id)4:factor(category_id)3	1
factor(worker_id)5:factor(category_id)3	1
factor(worker_id)6:factor(category_id)3	1
factor(worker_id)7:factor(category_id)3	1
factor(worker_id)8:factor(category_id)3	1
factor(worker_id)9:factor(category_id)3	1
factor(worker_id)10:factor(category_id)3	1
factor(worker_id)11:factor(category_id)3	1
factor(worker_id)12:factor(category_id)3	1
factor(worker_id)13:factor(category_id)3	1
factor(worker_id)14:factor(category_id)3	1
factor(worker_id)15:factor(category_id)3	1
factor(worker_id)16:factor(category_id)3	1
factor(worker_id)17:factor(category_id)3	1
factor(worker_id)18:factor(category_id)3	1
factor(worker_id)19:factor(category_id)3	1
factor(worker_id)20:factor(category_id)3	1
factor(worker_id)2:factor(category_id)4	1
factor(worker_id)3:factor(category_id)4	1
factor(worker_id)4:factor(category_id)4	1
factor(worker_id)5:factor(category_id)4	1
factor(worker_id)6:factor(category_id)4	1
factor(worker_id)7:factor(category_id)4	1
factor(worker_id)8:factor(category_id)4	1
factor(worker_id)9:factor(category_id)4	1
factor(worker_id)10:factor(category_id)4	1
factor(worker_id)11:factor(category_id)4	1
factor(worker_id)12:factor(category_id)4	1
factor(worker_id)13:factor(category_id)4	1
factor(worker_id)14:factor(category_id)4	1
factor(worker_id)15:factor(category_id)4	1
factor(worker_id)16:factor(category_id)4	1
factor(worker_id)17:factor(category_id)4	1
factor(worker_id)18:factor(category_id)4	1
factor(worker_id)19:factor(category_id)4	1
factor(worker_id)20:factor(category_id)4	1
factor(worker_id)2:factor(category_id)5	1
factor(worker_id)3:factor(category_id)5	1
factor(worker_id)4:factor(category_id)5	1
factor(worker_id)5:factor(category_id)5	1
factor(worker_id)6:factor(category_id)5	1
factor(worker_id)7:factor(category_id)5	1
factor(worker_id)8:factor(category_id)5	1
factor(worker_id)9:factor(category_id)5	1
factor(worker_id)10:factor(category_id)5	1
factor(worker_id)11:factor(category_id)5	1
factor(worker_id)12:factor(category_id)5	1
factor(worker_id)13:factor(category_id)5	1
factor(worker_id)14:factor(category_id)5	1
factor(worker_id)15:factor(category_id)5	1
factor(worker_id)16:factor(category_id)5	1
factor(worker_id)17:factor(category_id)5	1
factor(worker_id)18:factor(category_id)5	1
factor(worker_id)19:factor(category_id)5	1
factor(worker_id)20:factor(category_id)5	1
factor(worker_id)2:factor(category_id)6	1
factor(worker_id)3:factor(category_id)6	1
factor(worker_id)4:factor(category_id)6	1
factor(worker_id)5:factor(category_id)6	1
factor(worker_id)6:factor(category_id)6	1
factor(worker_id)7:factor(category_id)6	1
factor(worker_id)8:factor(category_id)6	1
factor(worker_id)9:factor(category_id)6	1
factor(worker_id)10:factor(category_id)6	1
factor(worker_id)11:factor(category_id)6	1
factor(worker_id)12:factor(category_id)6	1
factor(worker_id)13:factor(category_id)6	1
factor(worker_id)14:factor(category_id)6	1
factor(worker_id)15:factor(category_id)6	1
factor(worker_id)16:factor(category_id)6	1
factor(worker_id)17:factor(category_id)6	1
factor(worker_id)18:factor(category_id)6	1
factor(worker_id)19:factor(category_id)6	1
factor(worker_id)20:factor(category_id)6	1
factor(worker_id)2:factor(category_id)7	1
factor(worker_id)3:factor(category_id)7	1
factor(worker_id)4:factor(category_id)7	1
factor(worker_id)5:factor(category_id)7	1
factor(worker_id)6:factor(category_id)7	1
factor(worker_id)7:factor(category_id)7	1
factor(worker_id)8:factor(category_id)7	1
factor(worker_id)9:factor(category_id)7	1
factor(worker_id)10:factor(category_id)7	1
factor(worker_id)11:factor(category_id)7	1
factor(worker_id)12:factor(category_id)7	1
factor(worker_id)13:factor(category_id)7	1
factor(worker_id)14:factor(category_id)7	1
factor(worker_id)15:factor(category_id)7	1
factor(worker_id)16:factor(category_id)7	1
factor(worker_id)17:factor(category_id)7	1
factor(worker_id)18:factor(category_id)7	1
factor(worker_id)19:factor(category_id)7	1
factor(worker_id)20:factor(category_id)7	1
factor(worker_id)2:factor(category_id)8	1
factor(worker_id)3:factor(category_id)8	1
factor(worker_id)4:factor(category_id)8	1
factor(worker_id)5:factor(category_id)8	1
factor(worker_id)6:factor(category_id)8	1
factor(worker_id)7:factor(category_id)8	1
factor(worker_id)8:factor(category_id)8	1
factor(worker_id)9:factor(category_id)8	1
factor(worker_id)10:factor(category_id)8	1
factor(worker_id)11:factor(category_id)8	1
factor(worker_id)12:factor(category_id)8	1
factor(worker_id)13:factor(category_id)8	1
factor(worker_id)14:factor(category_id)8	1
factor(worker_id)15:factor(category_id)8	1
factor(worker_id)16:factor(category_id)8	1
factor(worker_id)17:factor(category_id)8	1
factor(worker_id)18:factor(category_id)8	1
factor(worker_id)19:factor(category_id)8	1
factor(worker_id)20:factor(category_id)8	1
factor(worker_id)2:factor(category_id)9	1
factor(worker_id)3:factor(category_id)9	1
factor(worker_id)4:factor(category_id)9	1
factor(worker_id)5:factor(category_id)9	1
factor(worker_id)6:factor(category_id)9	1
factor(worker_id)7:factor(category_id)9	1
factor(worker_id)8:factor(category_id)9	1
factor(worker_id)9:factor(category_id)9	1
factor(worker_id)10:factor(category_id)9	1
factor(worker_id)11:factor(category_id)9	1
factor(worker_id)12:factor(category_id)9	1
factor(worker_id)13:factor(category_id)9	1
factor(worker_id)14:factor(category_id)9	1
factor(worker_id)15:factor(category_id)9	1
factor(worker_id)16:factor(category_id)9	1
factor(worker_id)17:factor(category_id)9	1
factor(worker_id)18:factor(category_id)9	1
factor(worker_id)19:factor(category_id)9	1
factor(worker_id)20:factor(category_id)9	1
factor(worker_id)2:factor(category_id)10	1
factor(worker_id)3:factor(category_id)10	1
factor(worker_id)4:factor(category_id)10	1
factor(worker_id)5:factor(category_id)10	1
factor(worker_id)6:factor(category_id)10	1
factor(worker_id)7:factor(category_id)10	1
factor(worker_id)8:factor(category_id)10	1
factor(worker_id)9:factor(category_id)10	1
factor(worker_id)10:factor(category_id)10	1
factor(worker_id)11:factor(category_id)10	1
factor(worker_id)12:factor(category_id)10	1
factor(worker_id)13:factor(category_id)10	1
factor(worker_id)14:factor(category_id)10	1
factor(worker_id)15:factor(category_id)10	1
factor(worker_id)16:factor(category_id)10	1
factor(worker_id)17:factor(category_id)10	1
factor(worker_id)18:factor(category_id)10	1
factor(worker_id)19:factor(category_id)10	1
factor(worker_id)20:factor(category_id)10	1

Significant match effect number = 170 out of 171

num_process = 500, num_simulation = 100

Bias

	Unique	Missing Pct.	Mean	SD	Min	Median	Max
(Intercept)	100	0	0.002	0.047	-0.166	0.001	0.124
factor(worker_id)2	100	0	0.000	0.058	-0.156	-0.002	0.156
factor(worker_id)3	100	0	-0.007	0.061	-0.176	-0.015	0.229
factor(worker_id)4	100	0	-0.010	0.064	-0.171	-0.013	0.164
factor(worker_id)5	100	0	-0.007	0.068	-0.236	-0.008	0.205
factor(worker_id)6	100	0	-0.001	0.064	-0.138	-0.003	0.174
factor(worker_id)7	100	0	-0.001	0.065	-0.163	0.004	0.156
factor(worker_id)8	100	0	0.001	0.068	-0.154	-0.001	0.177
factor(worker_id)9	100	0	-0.006	0.066	-0.157	-0.018	0.150
factor(worker_id)10	100	0	-0.011	0.070	-0.183	-0.006	0.141
factor(worker_id)11	100	0	0.003	0.068	-0.185	0.010	0.251
factor(worker_id)12	100	0	-0.001	0.064	-0.163	0.000	0.175
factor(worker_id)13	100	0	-0.008	0.069	-0.181	-0.008	0.162
factor(worker_id)14	100	0	-0.005	0.061	-0.153	-0.009	0.154
factor(worker_id)15	100	0	-0.010	0.068	-0.197	-0.006	0.199
factor(worker_id)16	100	0	0.003	0.059	-0.146	-0.001	0.184
factor(worker_id)17	100	0	0.007	0.064	-0.150	0.005	0.230
factor(worker_id)18	100	0	0.003	0.060	-0.120	0.001	0.175
factor(worker_id)19	100	0	-0.009	0.059	-0.147	-0.015	0.169
factor(worker_id)20	100	0	-0.003	0.070	-0.182	-0.005	0.192
factor(category_id)2	100	0	-0.004	0.059	-0.146	-0.010	0.206
factor(category_id)3	100	0	-0.007	0.065	-0.161	-0.017	0.180
factor(category_id)4	100	0	-0.002	0.066	-0.205	0.007	0.131
factor(category_id)5	100	0	0.003	0.072	-0.155	-0.013	0.231
factor(category_id)6	100	0	-0.001	0.062	-0.184	-0.001	0.129
factor(category_id)7	100	0	-0.003	0.063	-0.179	-0.001	0.205
factor(category_id)8	100	0	0.000	0.065	-0.150	-0.001	0.188
factor(category_id)9	100	0	-0.003	0.067	-0.136	-0.005	0.293
factor(category_id)10	100	0	0.003	0.063	-0.161	0.003	0.175
factor(worker_id)2:factor(category_id)2	100	0	-0.001	0.078	-0.201	-0.008	0.207
factor(worker_id)3:factor(category_id)2	100	0	0.004	0.083	-0.267	0.005	0.209
factor(worker_id)4:factor(category_id)2	100	0	0.015	0.087	-0.231	0.016	0.175
factor(worker_id)5:factor(category_id)2	100	0	0.009	0.082	-0.247	0.016	0.283
factor(worker_id)6:factor(category_id)2	100	0	0.004	0.091	-0.252	0.017	0.222
factor(worker_id)7:factor(category_id)2	100	0	0.002	0.091	-0.258	0.001	0.189
factor(worker_id)8:factor(category_id)2	100	0	0.002	0.095	-0.227	0.014	0.171
factor(worker_id)9:factor(category_id)2	100	0	0.001	0.088	-0.237	0.011	0.204
factor(worker_id)10:factor(category_id)2	100	0	0.011	0.092	-0.185	0.012	0.296
factor(worker_id)11:factor(category_id)2	100	0	-0.003	0.096	-0.318	0.005	0.246
factor(worker_id)12:factor(category_id)2	100	0	0.003	0.086	-0.185	0.005	0.189
factor(worker_id)13:factor(category_id)2	100	0	0.006	0.084	-0.249	0.016	0.206
factor(worker_id)14:factor(category_id)2	100	0	0.021	0.081	-0.178	0.014	0.232
factor(worker_id)15:factor(category_id)2	100	0	0.011	0.083	-0.184	0.013	0.232
factor(worker_id)16:factor(category_id)2	100	0	-0.007	0.079	-0.252	0.000	0.192
factor(worker_id)17:factor(category_id)2	100	0	0.000	0.090	-0.327	-0.008	0.227
factor(worker_id)18:factor(category_id)2	100	0	0.003	0.086	-0.216	0.004	0.183
factor(worker_id)19:factor(category_id)2	100	0	0.011	0.080	-0.240	0.020	0.209
factor(worker_id)20:factor(category_id)2	100	0	0.009	0.096	-0.229	0.004	0.233
factor(worker_id)2:factor(category_id)3	100	0	0.007	0.082	-0.211	0.011	0.219
factor(worker_id)3:factor(category_id)3	100	0	0.018	0.086	-0.265	0.030	0.251
factor(worker_id)4:factor(category_id)3	100	0	0.005	0.094	-0.279	0.023	0.278
factor(worker_id)5:factor(category_id)3	100	0	0.008	0.097	-0.282	-0.010	0.235
factor(worker_id)6:factor(category_id)3	100	0	0.009	0.103	-0.258	0.006	0.233
factor(worker_id)7:factor(category_id)3	100	0	0.003	0.093	-0.201	0.000	0.250
factor(worker_id)8:factor(category_id)3	100	0	0.005	0.096	-0.272	0.003	0.260
factor(worker_id)9:factor(category_id)3	100	0	0.010	0.094	-0.254	0.010	0.265
factor(worker_id)10:factor(category_id)3	100	0	0.019	0.103	-0.177	0.030	0.307
factor(worker_id)11:factor(category_id)3	100	0	0.001	0.102	-0.221	0.001	0.296
factor(worker_id)12:factor(category_id)3	100	0	0.019	0.093	-0.208	0.022	0.280
factor(worker_id)13:factor(category_id)3	100	0	0.009	0.091	-0.221	0.015	0.218
factor(worker_id)14:factor(category_id)3	100	0	0.009	0.091	-0.218	0.006	0.245
factor(worker_id)15:factor(category_id)3	100	0	0.013	0.095	-0.221	0.012	0.258
factor(worker_id)16:factor(category_id)3	100	0	0.007	0.088	-0.222	0.009	0.192
factor(worker_id)17:factor(category_id)3	100	0	-0.005	0.092	-0.237	-0.020	0.244
factor(worker_id)18:factor(category_id)3	100	0	0.005	0.089	-0.251	0.010	0.217
factor(worker_id)19:factor(category_id)3	100	0	0.021	0.088	-0.212	0.022	0.216
factor(worker_id)20:factor(category_id)3	100	0	0.009	0.099	-0.206	0.017	0.284
factor(worker_id)2:factor(category_id)4	100	0	0.000	0.087	-0.213	-0.004	0.250
factor(worker_id)3:factor(category_id)4	100	0	0.008	0.096	-0.232	0.017	0.227
factor(worker_id)4:factor(category_id)4	100	0	0.016	0.092	-0.160	0.002	0.239
factor(worker_id)5:factor(category_id)4	100	0	0.012	0.094	-0.278	0.021	0.241
factor(worker_id)6:factor(category_id)4	100	0	-0.004	0.084	-0.201	-0.005	0.217
factor(worker_id)7:factor(category_id)4	100	0	0.003	0.095	-0.202	0.008	0.227
factor(worker_id)8:factor(category_id)4	100	0	-0.002	0.093	-0.211	0.005	0.244
factor(worker_id)9:factor(category_id)4	100	0	0.008	0.088	-0.155	0.001	0.267
factor(worker_id)10:factor(category_id)4	100	0	0.015	0.096	-0.169	0.002	0.278
factor(worker_id)11:factor(category_id)4	100	0	-0.001	0.091	-0.295	-0.008	0.187
factor(worker_id)12:factor(category_id)4	100	0	0.003	0.078	-0.182	0.002	0.176
factor(worker_id)13:factor(category_id)4	100	0	0.010	0.090	-0.186	0.005	0.255
factor(worker_id)14:factor(category_id)4	100	0	-0.002	0.094	-0.224	-0.012	0.232
factor(worker_id)15:factor(category_id)4	100	0	0.010	0.092	-0.163	0.007	0.236
factor(worker_id)16:factor(category_id)4	100	0	-0.005	0.096	-0.263	-0.001	0.277
factor(worker_id)17:factor(category_id)4	100	0	-0.012	0.093	-0.267	-0.007	0.232
factor(worker_id)18:factor(category_id)4	100	0	-0.004	0.088	-0.180	-0.008	0.269
factor(worker_id)19:factor(category_id)4	100	0	0.006	0.088	-0.201	0.007	0.266
factor(worker_id)20:factor(category_id)4	100	0	-0.003	0.094	-0.269	-0.002	0.198
factor(worker_id)2:factor(category_id)5	100	0	-0.007	0.086	-0.279	-0.010	0.245
factor(worker_id)3:factor(category_id)5	100	0	0.004	0.090	-0.306	0.021	0.171
factor(worker_id)4:factor(category_id)5	100	0	0.012	0.096	-0.238	0.020	0.208
factor(worker_id)5:factor(category_id)5	100	0	-0.002	0.094	-0.263	-0.009	0.242
factor(worker_id)6:factor(category_id)5	100	0	-0.001	0.099	-0.289	0.002	0.175
factor(worker_id)7:factor(category_id)5	100	0	0.000	0.098	-0.289	0.005	0.277
factor(worker_id)8:factor(category_id)5	100	0	-0.003	0.099	-0.290	-0.008	0.245
factor(worker_id)9:factor(category_id)5	100	0	-0.002	0.092	-0.285	-0.005	0.214
factor(worker_id)10:factor(category_id)5	100	0	0.006	0.093	-0.239	-0.001	0.197
factor(worker_id)11:factor(category_id)5	100	0	-0.014	0.101	-0.349	-0.006	0.213
factor(worker_id)12:factor(category_id)5	100	0	-0.006	0.099	-0.278	0.003	0.209
factor(worker_id)13:factor(category_id)5	100	0	0.003	0.088	-0.218	0.013	0.204
factor(worker_id)14:factor(category_id)5	100	0	0.005	0.080	-0.240	0.000	0.217
factor(worker_id)15:factor(category_id)5	100	0	0.003	0.096	-0.259	0.014	0.221
factor(worker_id)16:factor(category_id)5	100	0	-0.006	0.095	-0.270	0.002	0.191
factor(worker_id)17:factor(category_id)5	100	0	-0.012	0.093	-0.248	-0.007	0.204
factor(worker_id)18:factor(category_id)5	100	0	-0.019	0.088	-0.273	-0.010	0.169
factor(worker_id)19:factor(category_id)5	100	0	0.006	0.089	-0.220	0.014	0.232
factor(worker_id)20:factor(category_id)5	100	0	-0.005	0.111	-0.357	-0.002	0.224
factor(worker_id)2:factor(category_id)6	100	0	-0.001	0.085	-0.166	-0.005	0.216
factor(worker_id)3:factor(category_id)6	100	0	0.012	0.090	-0.259	0.013	0.205
factor(worker_id)4:factor(category_id)6	100	0	0.006	0.091	-0.192	-0.002	0.207
factor(worker_id)5:factor(category_id)6	100	0	0.012	0.096	-0.243	0.012	0.337
factor(worker_id)6:factor(category_id)6	100	0	0.002	0.083	-0.178	-0.001	0.223
factor(worker_id)7:factor(category_id)6	100	0	-0.001	0.092	-0.204	-0.004	0.207
factor(worker_id)8:factor(category_id)6	100	0	-0.001	0.086	-0.226	0.003	0.224
factor(worker_id)9:factor(category_id)6	100	0	0.010	0.086	-0.188	0.008	0.270
factor(worker_id)10:factor(category_id)6	100	0	0.013	0.093	-0.220	0.001	0.223
factor(worker_id)11:factor(category_id)6	100	0	-0.007	0.083	-0.204	-0.007	0.238
factor(worker_id)12:factor(category_id)6	100	0	0.003	0.090	-0.248	-0.005	0.233
factor(worker_id)13:factor(category_id)6	100	0	0.004	0.085	-0.182	0.006	0.257
factor(worker_id)14:factor(category_id)6	100	0	0.005	0.089	-0.193	-0.002	0.303
factor(worker_id)15:factor(category_id)6	100	0	0.012	0.090	-0.189	0.018	0.253
factor(worker_id)16:factor(category_id)6	100	0	-0.005	0.083	-0.224	-0.007	0.311
factor(worker_id)17:factor(category_id)6	100	0	-0.009	0.095	-0.203	-0.015	0.296
factor(worker_id)18:factor(category_id)6	100	0	-0.015	0.085	-0.279	-0.017	0.202
factor(worker_id)19:factor(category_id)6	100	0	0.006	0.078	-0.191	0.007	0.202
factor(worker_id)20:factor(category_id)6	100	0	0.000	0.096	-0.225	0.001	0.220
factor(worker_id)2:factor(category_id)7	100	0	0.005	0.083	-0.222	0.003	0.269
factor(worker_id)3:factor(category_id)7	100	0	0.011	0.093	-0.237	0.013	0.331
factor(worker_id)4:factor(category_id)7	100	0	0.010	0.095	-0.225	0.006	0.274
factor(worker_id)5:factor(category_id)7	100	0	0.011	0.085	-0.205	0.019	0.153
factor(worker_id)6:factor(category_id)7	100	0	0.008	0.095	-0.221	0.008	0.270
factor(worker_id)7:factor(category_id)7	100	0	0.005	0.090	-0.209	0.010	0.181
factor(worker_id)8:factor(category_id)7	100	0	0.005	0.096	-0.253	0.020	0.228
factor(worker_id)9:factor(category_id)7	100	0	0.013	0.087	-0.207	0.014	0.312
factor(worker_id)10:factor(category_id)7	100	0	0.013	0.085	-0.175	0.023	0.303
factor(worker_id)11:factor(category_id)7	100	0	0.006	0.088	-0.248	0.006	0.196
factor(worker_id)12:factor(category_id)7	100	0	0.000	0.095	-0.201	-0.003	0.300
factor(worker_id)13:factor(category_id)7	100	0	0.008	0.092	-0.242	0.007	0.221
factor(worker_id)14:factor(category_id)7	100	0	0.008	0.078	-0.168	0.008	0.196
factor(worker_id)15:factor(category_id)7	100	0	0.005	0.090	-0.237	0.000	0.263
factor(worker_id)16:factor(category_id)7	100	0	0.000	0.085	-0.262	0.002	0.206
factor(worker_id)17:factor(category_id)7	100	0	0.000	0.089	-0.263	-0.007	0.203
factor(worker_id)18:factor(category_id)7	100	0	-0.001	0.086	-0.247	0.013	0.219
factor(worker_id)19:factor(category_id)7	100	0	0.011	0.092	-0.212	0.016	0.205
factor(worker_id)20:factor(category_id)7	100	0	-0.003	0.093	-0.275	0.008	0.270
factor(worker_id)2:factor(category_id)8	100	0	-0.005	0.097	-0.258	-0.003	0.232
factor(worker_id)3:factor(category_id)8	100	0	0.000	0.091	-0.292	0.006	0.193
factor(worker_id)4:factor(category_id)8	100	0	0.012	0.082	-0.186	0.016	0.236
factor(worker_id)5:factor(category_id)8	100	0	0.002	0.098	-0.304	0.000	0.198
factor(worker_id)6:factor(category_id)8	100	0	-0.003	0.092	-0.232	-0.002	0.180
factor(worker_id)7:factor(category_id)8	100	0	0.003	0.091	-0.265	0.002	0.229
factor(worker_id)8:factor(category_id)8	100	0	-0.007	0.101	-0.299	0.000	0.213
factor(worker_id)9:factor(category_id)8	100	0	0.000	0.096	-0.208	0.002	0.195
factor(worker_id)10:factor(category_id)8	100	0	0.002	0.090	-0.218	0.006	0.167
factor(worker_id)11:factor(category_id)8	100	0	-0.011	0.088	-0.232	-0.009	0.230
factor(worker_id)12:factor(category_id)8	100	0	-0.005	0.087	-0.218	-0.006	0.219
factor(worker_id)13:factor(category_id)8	100	0	0.012	0.098	-0.197	0.006	0.212
factor(worker_id)14:factor(category_id)8	100	0	0.001	0.098	-0.237	0.006	0.264
factor(worker_id)15:factor(category_id)8	100	0	0.012	0.089	-0.205	0.011	0.258
factor(worker_id)16:factor(category_id)8	100	0	-0.003	0.091	-0.210	-0.003	0.192
factor(worker_id)17:factor(category_id)8	100	0	-0.004	0.092	-0.270	-0.004	0.180
factor(worker_id)18:factor(category_id)8	100	0	-0.008	0.083	-0.253	-0.001	0.167
factor(worker_id)19:factor(category_id)8	100	0	0.004	0.084	-0.196	0.003	0.199
factor(worker_id)20:factor(category_id)8	100	0	-0.008	0.094	-0.256	-0.002	0.246
factor(worker_id)2:factor(category_id)9	100	0	0.003	0.095	-0.276	0.007	0.262
factor(worker_id)3:factor(category_id)9	100	0	0.007	0.089	-0.339	0.002	0.198
factor(worker_id)4:factor(category_id)9	100	0	0.005	0.094	-0.299	0.013	0.171
factor(worker_id)5:factor(category_id)9	100	0	0.009	0.089	-0.316	0.007	0.230
factor(worker_id)6:factor(category_id)9	100	0	0.000	0.088	-0.276	0.010	0.239
factor(worker_id)7:factor(category_id)9	100	0	-0.001	0.094	-0.235	0.005	0.209
factor(worker_id)8:factor(category_id)9	100	0	0.002	0.094	-0.253	0.005	0.175
factor(worker_id)9:factor(category_id)9	100	0	0.007	0.095	-0.338	0.016	0.204
factor(worker_id)10:factor(category_id)9	100	0	0.016	0.098	-0.263	0.018	0.238
factor(worker_id)11:factor(category_id)9	100	0	-0.003	0.097	-0.356	0.003	0.206
factor(worker_id)12:factor(category_id)9	100	0	-0.005	0.089	-0.294	-0.007	0.156
factor(worker_id)13:factor(category_id)9	100	0	0.009	0.104	-0.296	0.013	0.228
factor(worker_id)14:factor(category_id)9	100	0	0.006	0.089	-0.288	0.000	0.216
factor(worker_id)15:factor(category_id)9	100	0	0.010	0.094	-0.310	0.008	0.252
factor(worker_id)16:factor(category_id)9	100	0	-0.003	0.088	-0.207	0.005	0.164
factor(worker_id)17:factor(category_id)9	100	0	-0.008	0.088	-0.290	-0.004	0.187
factor(worker_id)18:factor(category_id)9	100	0	-0.010	0.091	-0.299	-0.011	0.201
factor(worker_id)19:factor(category_id)9	100	0	0.010	0.097	-0.349	0.012	0.252
factor(worker_id)20:factor(category_id)9	100	0	0.004	0.096	-0.345	0.007	0.200
factor(worker_id)2:factor(category_id)10	100	0	-0.011	0.081	-0.225	-0.018	0.225
factor(worker_id)3:factor(category_id)10	100	0	0.007	0.090	-0.247	0.010	0.234
factor(worker_id)4:factor(category_id)10	100	0	0.003	0.085	-0.249	0.001	0.236
factor(worker_id)5:factor(category_id)10	100	0	-0.001	0.088	-0.254	0.006	0.197
factor(worker_id)6:factor(category_id)10	100	0	-0.002	0.093	-0.187	-0.003	0.207
factor(worker_id)7:factor(category_id)10	100	0	0.000	0.088	-0.286	-0.011	0.206
factor(worker_id)8:factor(category_id)10	100	0	-0.005	0.090	-0.267	-0.002	0.216
factor(worker_id)9:factor(category_id)10	100	0	-0.001	0.086	-0.184	0.004	0.174
factor(worker_id)10:factor(category_id)10	100	0	-0.001	0.091	-0.264	-0.003	0.178
factor(worker_id)11:factor(category_id)10	100	0	-0.012	0.087	-0.213	-0.016	0.262
factor(worker_id)12:factor(category_id)10	100	0	0.001	0.089	-0.192	-0.012	0.236
factor(worker_id)13:factor(category_id)10	100	0	0.014	0.086	-0.212	0.010	0.225
factor(worker_id)14:factor(category_id)10	100	0	0.007	0.085	-0.229	0.009	0.257
factor(worker_id)15:factor(category_id)10	100	0	0.000	0.094	-0.249	0.010	0.196
factor(worker_id)16:factor(category_id)10	100	0	-0.005	0.089	-0.277	-0.011	0.208
factor(worker_id)17:factor(category_id)10	100	0	-0.005	0.090	-0.285	0.000	0.202
factor(worker_id)18:factor(category_id)10	100	0	-0.011	0.081	-0.175	-0.007	0.154
factor(worker_id)19:factor(category_id)10	100	0	0.003	0.084	-0.200	0.000	0.179
factor(worker_id)20:factor(category_id)10	100	0	0.001	0.094	-0.250	0.000	0.205

Power

coefficient	rejection_probability
(Intercept)	1
factor(worker_id)2	1
factor(worker_id)3	1
factor(worker_id)4	1
factor(worker_id)5	1
factor(worker_id)6	1
factor(worker_id)7	1
factor(worker_id)8	1
factor(worker_id)9	1
factor(worker_id)10	1
factor(worker_id)11	1
factor(worker_id)12	1
factor(worker_id)13	1
factor(worker_id)14	1
factor(worker_id)15	1
factor(worker_id)16	1
factor(worker_id)17	1
factor(worker_id)18	1
factor(worker_id)19	1
factor(worker_id)20	1
factor(category_id)2	1
factor(category_id)3	1
factor(category_id)4	1
factor(category_id)5	1
factor(category_id)6	1
factor(category_id)7	1
factor(category_id)8	1
factor(category_id)9	1
factor(category_id)10	1
factor(worker_id)2:factor(category_id)2	0.99
factor(worker_id)3:factor(category_id)2	1
factor(worker_id)4:factor(category_id)2	1
factor(worker_id)5:factor(category_id)2	1
factor(worker_id)6:factor(category_id)2	1
factor(worker_id)7:factor(category_id)2	1
factor(worker_id)8:factor(category_id)2	1
factor(worker_id)9:factor(category_id)2	1
factor(worker_id)10:factor(category_id)2	1
factor(worker_id)11:factor(category_id)2	1
factor(worker_id)12:factor(category_id)2	1
factor(worker_id)13:factor(category_id)2	1
factor(worker_id)14:factor(category_id)2	1
factor(worker_id)15:factor(category_id)2	1
factor(worker_id)16:factor(category_id)2	1
factor(worker_id)17:factor(category_id)2	1
factor(worker_id)18:factor(category_id)2	1
factor(worker_id)19:factor(category_id)2	1
factor(worker_id)20:factor(category_id)2	1
factor(worker_id)2:factor(category_id)3	1
factor(worker_id)3:factor(category_id)3	1
factor(worker_id)4:factor(category_id)3	1
factor(worker_id)5:factor(category_id)3	1
factor(worker_id)6:factor(category_id)3	1
factor(worker_id)7:factor(category_id)3	1
factor(worker_id)8:factor(category_id)3	1
factor(worker_id)9:factor(category_id)3	1
factor(worker_id)10:factor(category_id)3	1
factor(worker_id)11:factor(category_id)3	1
factor(worker_id)12:factor(category_id)3	1
factor(worker_id)13:factor(category_id)3	1
factor(worker_id)14:factor(category_id)3	1
factor(worker_id)15:factor(category_id)3	1
factor(worker_id)16:factor(category_id)3	1
factor(worker_id)17:factor(category_id)3	1
factor(worker_id)18:factor(category_id)3	1
factor(worker_id)19:factor(category_id)3	1
factor(worker_id)20:factor(category_id)3	1
factor(worker_id)2:factor(category_id)4	1
factor(worker_id)3:factor(category_id)4	1
factor(worker_id)4:factor(category_id)4	1
factor(worker_id)5:factor(category_id)4	1
factor(worker_id)6:factor(category_id)4	1
factor(worker_id)7:factor(category_id)4	1
factor(worker_id)8:factor(category_id)4	1
factor(worker_id)9:factor(category_id)4	1
factor(worker_id)10:factor(category_id)4	1
factor(worker_id)11:factor(category_id)4	1
factor(worker_id)12:factor(category_id)4	1
factor(worker_id)13:factor(category_id)4	1
factor(worker_id)14:factor(category_id)4	1
factor(worker_id)15:factor(category_id)4	1
factor(worker_id)16:factor(category_id)4	1
factor(worker_id)17:factor(category_id)4	1
factor(worker_id)18:factor(category_id)4	1
factor(worker_id)19:factor(category_id)4	1
factor(worker_id)20:factor(category_id)4	1
factor(worker_id)2:factor(category_id)5	1
factor(worker_id)3:factor(category_id)5	1
factor(worker_id)4:factor(category_id)5	1
factor(worker_id)5:factor(category_id)5	1
factor(worker_id)6:factor(category_id)5	1
factor(worker_id)7:factor(category_id)5	1
factor(worker_id)8:factor(category_id)5	1
factor(worker_id)9:factor(category_id)5	1
factor(worker_id)10:factor(category_id)5	1
factor(worker_id)11:factor(category_id)5	1
factor(worker_id)12:factor(category_id)5	1
factor(worker_id)13:factor(category_id)5	1
factor(worker_id)14:factor(category_id)5	1
factor(worker_id)15:factor(category_id)5	1
factor(worker_id)16:factor(category_id)5	1
factor(worker_id)17:factor(category_id)5	1
factor(worker_id)18:factor(category_id)5	1
factor(worker_id)19:factor(category_id)5	1
factor(worker_id)20:factor(category_id)5	1
factor(worker_id)2:factor(category_id)6	1
factor(worker_id)3:factor(category_id)6	1
factor(worker_id)4:factor(category_id)6	1
factor(worker_id)5:factor(category_id)6	1
factor(worker_id)6:factor(category_id)6	1
factor(worker_id)7:factor(category_id)6	1
factor(worker_id)8:factor(category_id)6	1
factor(worker_id)9:factor(category_id)6	1
factor(worker_id)10:factor(category_id)6	1
factor(worker_id)11:factor(category_id)6	1
factor(worker_id)12:factor(category_id)6	1
factor(worker_id)13:factor(category_id)6	1
factor(worker_id)14:factor(category_id)6	1
factor(worker_id)15:factor(category_id)6	1
factor(worker_id)16:factor(category_id)6	1
factor(worker_id)17:factor(category_id)6	1
factor(worker_id)18:factor(category_id)6	1
factor(worker_id)19:factor(category_id)6	1
factor(worker_id)20:factor(category_id)6	1
factor(worker_id)2:factor(category_id)7	1
factor(worker_id)3:factor(category_id)7	1
factor(worker_id)4:factor(category_id)7	1
factor(worker_id)5:factor(category_id)7	1
factor(worker_id)6:factor(category_id)7	1
factor(worker_id)7:factor(category_id)7	1
factor(worker_id)8:factor(category_id)7	1
factor(worker_id)9:factor(category_id)7	1
factor(worker_id)10:factor(category_id)7	1
factor(worker_id)11:factor(category_id)7	1
factor(worker_id)12:factor(category_id)7	1
factor(worker_id)13:factor(category_id)7	1
factor(worker_id)14:factor(category_id)7	1
factor(worker_id)15:factor(category_id)7	1
factor(worker_id)16:factor(category_id)7	1
factor(worker_id)17:factor(category_id)7	1
factor(worker_id)18:factor(category_id)7	1
factor(worker_id)19:factor(category_id)7	1
factor(worker_id)20:factor(category_id)7	1
factor(worker_id)2:factor(category_id)8	1
factor(worker_id)3:factor(category_id)8	1
factor(worker_id)4:factor(category_id)8	1
factor(worker_id)5:factor(category_id)8	1
factor(worker_id)6:factor(category_id)8	1
factor(worker_id)7:factor(category_id)8	1
factor(worker_id)8:factor(category_id)8	1
factor(worker_id)9:factor(category_id)8	1
factor(worker_id)10:factor(category_id)8	1
factor(worker_id)11:factor(category_id)8	1
factor(worker_id)12:factor(category_id)8	1
factor(worker_id)13:factor(category_id)8	1
factor(worker_id)14:factor(category_id)8	1
factor(worker_id)15:factor(category_id)8	1
factor(worker_id)16:factor(category_id)8	1
factor(worker_id)17:factor(category_id)8	1
factor(worker_id)18:factor(category_id)8	1
factor(worker_id)19:factor(category_id)8	1
factor(worker_id)20:factor(category_id)8	1
factor(worker_id)2:factor(category_id)9	1
factor(worker_id)3:factor(category_id)9	1
factor(worker_id)4:factor(category_id)9	1
factor(worker_id)5:factor(category_id)9	1
factor(worker_id)6:factor(category_id)9	1
factor(worker_id)7:factor(category_id)9	1
factor(worker_id)8:factor(category_id)9	1
factor(worker_id)9:factor(category_id)9	1
factor(worker_id)10:factor(category_id)9	1
factor(worker_id)11:factor(category_id)9	1
factor(worker_id)12:factor(category_id)9	1
factor(worker_id)13:factor(category_id)9	1
factor(worker_id)14:factor(category_id)9	1
factor(worker_id)15:factor(category_id)9	1
factor(worker_id)16:factor(category_id)9	1
factor(worker_id)17:factor(category_id)9	1
factor(worker_id)18:factor(category_id)9	1
factor(worker_id)19:factor(category_id)9	1
factor(worker_id)20:factor(category_id)9	1
factor(worker_id)2:factor(category_id)10	1
factor(worker_id)3:factor(category_id)10	1
factor(worker_id)4:factor(category_id)10	1
factor(worker_id)5:factor(category_id)10	1
factor(worker_id)6:factor(category_id)10	1
factor(worker_id)7:factor(category_id)10	1
factor(worker_id)8:factor(category_id)10	1
factor(worker_id)9:factor(category_id)10	1
factor(worker_id)10:factor(category_id)10	1
factor(worker_id)11:factor(category_id)10	1
factor(worker_id)12:factor(category_id)10	1
factor(worker_id)13:factor(category_id)10	1
factor(worker_id)14:factor(category_id)10	1
factor(worker_id)15:factor(category_id)10	1
factor(worker_id)16:factor(category_id)10	1
factor(worker_id)17:factor(category_id)10	1
factor(worker_id)18:factor(category_id)10	1
factor(worker_id)19:factor(category_id)10	1
factor(worker_id)20:factor(category_id)10	1

Significant match effect number = 171 out of 171